# Jina AI AI visibility in Web Data Infrastructure for AI

Canonical: https://devtune.ai/verticals/web-data-infrastructure-for-ai/jina-ai

[Website](https://jina.ai/)

Updated: 2026-10-02T13:10:51.069211+00:00
Prompts: 25
Runs: 6


## Platforms

- perplexity
- google-ai
- google-ai-mode
- bing-copilot-search
- chatgpt-search
- xai-search

Rank: 9
Total brands: 12
Measured responses: 150
Presence percent: 8
Share of voice percent: 4.264099037138927
Average position: 39.74193548387097
Docs presence percent: 0.6666666666666667
Blog presence percent: 0.6666666666666667
Brand mention percent: 8


## Profile

Overview: Jina AI is a Berlin-founded (2020) search foundation company providing a unified API suite for building AI-native search and retrieval pipelines. Its core products are: Reader API (URL-to-LLM-friendly Markdown/JSON conversion), Embeddings (multimodal, multilingual dense and late-interaction models), Reranker API (cross-lingual relevance scoring), and Small Language Models (ReaderLM for structured HTML extraction). Jina targets developers and enterprises building RAG systems, semantic search, and agentic AI applications. Models are released open-source on Hugging Face under Apache-2.0 licensing, supported by active academic publication. The company was acquired by Elastic (NYSE: ESTC) in October 2025 and is now a dedicated search model brand within Elastic's ecosystem. It is SOC 2 Type 1 and 2 compliant.
Product summary: Jina AI provides a search foundation API suite—Reader, Embeddings, Reranker, and Small Language Models—that covers every layer of a modern RAG or AI search stack. The Reader API converts any public URL or HTML to clean, LLM-ready Markdown or JSON. Embedding models (led by jina-embeddings-v4, a 3.8B multimodal model) support dense and late-interaction retrieval across text and images in 100+ languages. The Reranker API (jina-reranker-v3) reorders initial retrieval results for higher relevance. ReaderLM-v2, a small language model, performs structured HTML-to-Markdown or JSON extraction. Post-acquisition by Elastic, Jina models are integrated into the Elastic Inference Service on Elastic Cloud.


### Key capabilities

- Reader API: converts any URL or raw HTML to clean Markdown or JSON for LLM grounding (r.jina.ai prefix, open source)
- Multimodal multilingual embeddings (jina-embeddings-v4, 3.8B, text + image, dense and late-interaction retrieval)
- Reranker API (jina-reranker-v3, listwise, multilingual, 100+ languages, function-calling support)
- Small Language Models: ReaderLM-v2 for HTML-to-Markdown/JSON structured extraction
- SERP grounding via s.jina.ai (web search returning top-5 LLM-ready results)
- CLIP-based multimodal embeddings (text and image in unified vector space)
- ColBERT late-interaction retrieval (jina-colbert-v2 for multi-step reranking)
- Classifier API with zero-shot and few-shot classification
- MCP server and CLI for agentic and pipeline integrations
- SOC 2 Type 1 and 2 compliance



### Target users

- AI/ML engineers building RAG and semantic search pipelines
- Backend developers integrating LLM grounding and web content extraction
- Enterprise teams deploying multilingual or multimodal search applications
- Data scientists prototyping embedding-based retrieval systems
- Research teams publishing on retrieval and neural search
- Elastic Cloud customers extending vector search with frontier embedding models



### Key use cases

- RAG (Retrieval-Augmented Generation) pipeline construction for LLM-powered applications
- Web grounding and URL-to-text conversion for LLM context injection
- Multilingual enterprise search over unstructured and multimodal documents
- Semantic search over code repositories
- Visual document retrieval (PDFs with images, mixed-media content)
- AI agent knowledge retrieval and deep research workflows
- Zero-shot and few-shot content classification at scale
- Embedding-powered recommendation systems

Integrations ecosystem: Jina AI's APIs integrate natively with major vector stores and LLMOps frameworks. Cloud marketplace availability spans AWS SageMaker, Microsoft Azure, and Google Cloud. Models are published on Hugging Face for open download. The Embedding API is compatible with LiteLLM, Pinecone Rerank, and Sim Studio. Post-acquisition, Jina models are available through Elastic's Elastic Inference Service (EIS) on Elastic Cloud, enabling native use alongside Elasticsearch vector search. A CLI tool and official MCP (Model Context Protocol) server are also available on GitHub. An llms.txt schema and OpenAPI spec support agentic integrations.
Pricing summary: Jina AI uses a token-based, pay-as-you-go model updated as of May 6, 2025. Every new API key includes 10 million free tokens shared across all endpoints (Reader, Embeddings, Reranker, Classifier). After the free tier, users top up in token blocks; community-reported pricing is approximately $0.02 per million tokens. Reader API is also accessible for free with no key via the r.jina.ai URL prefix (with lower rate limits). Enterprise and VPC/on-premises deployments are available via custom Kubernetes arrangements through the sales team. Models can also be purchased and billed through AWS, Azure, and GCP cloud marketplace accounts.
Review summary: User sentiment is mixed. Technically sophisticated users praise Jina's embedding model quality, open-source licensing (Apache-2.0), and modular API design as strong differentiators for RAG and semantic search pipelines. The free token tier is widely cited as accessible for prototyping. Negative feedback concentrates on customer support (described as slow or non-existent), the lack of a formal refund policy, and gaps in enterprise documentation. A small number of strongly negative reviews on Trustpilot and SourceForge reference support and billing issues. Glassdoor employee reviews give the company 3.8/5, praising technical talent but noting high-pressure culture and leadership friction.
Competitive positioning: Jina AI positions itself as a 'search foundation' provider—a full-stack, API-first infrastructure layer that bundles web content extraction (Reader), multimodal/multilingual embeddings, cross-lingual reranking, and small language models under a unified token economy. Unlike pure web-scraping vendors (Firecrawl, Apify, Bright Data), Jina integrates retrieval and ranking model intelligence directly alongside data acquisition. Unlike pure embedding providers, it includes the web grounding layer via its Reader API. Its Apache-2.0 open-source licensing, academic publication cadence, and native cloud marketplace presence (AWS, Azure, GCP) appeal to enterprise ML teams and research-forward developers. Post-acquisition by Elastic (Oct 2025), Jina is transitioning into a dedicated search model brand within Elastic's ecosystem, with models surfaced through the Elastic Inference Service (EIS).
Limitations: Reader API can struggle with complex, dynamic, or authentication-gated pages; processing time may increase for JavaScript-heavy sites. Unlike Firecrawl, Jina Reader does not offer a managed browser fleet or agent for click-through pagination. Customer support responsiveness has been flagged by users, with the sales team reported as handling support queries. Enterprise documentation is noted as limited. No-refund policy has drawn user complaints. Post-acquisition integration into Elastic creates near-term product roadmap uncertainty. Token-based pricing at scale can be costlier than page-credit alternatives for high-volume scraping workloads.


### Source urls

- https://jina.ai/
- https://github.com/jina-ai
- https://finance.yahoo.com/news/elastic-completes-acquisition-jina-ai-130200685.html
- https://tracxn.com/d/companies/jina-ai/__IQ81fOnU0FsDpagFjG-LrG0DMWHELqI6znTumZBQF-A
- https://jina.ai/reader/
- https://jina.ai/embeddings/
- https://jina.ai/reranker/
- https://blog.apify.com/jina-ai-vs-firecrawl/
- https://www.elastic.co/blog/elastic-jina-ai
- https://sourceforge.net/software/product/Jina-AI/

Reviewed at: 2026-04-28T23:36:59.646+00:00


### Customer outcomes





### Reviews breakdown





### Review themes



#### Praised

- World-class multimodal and multilingual embedding quality
- Generous free token tier (10M tokens per new key)
- Apache-2.0 open-source licensing
- Modular, unified API key across all endpoints
- Active academic research publication and model releases
- Easy Reader API integration (r.jina.ai prefix)
- Native cloud marketplace availability (AWS, Azure, GCP)



#### Criticized

- Customer support slow or non-existent
- No formal refund policy
- Enterprise documentation gaps
- Token pricing less competitive than page-credit models at high volume
- Limited browser/agent capabilities vs. Firecrawl for dynamic pages
- Post-acquisition integration uncertainty
- High-pressure internal culture (Glassdoor)




### Company facts

Founded year: 2020
Hq: Berlin, Germany (also Sunnyvale, CA, USA)


#### Founders

- Han Xiao
- Nan Wang
- Bing He

Employees range: 11-50
Total funding: $39M
Valuation: Not available
Arr: Not available
Customer count: 250,000+ users reported (third-party est
Status: Acquired by Elastic (NYSE: ESTC), Oct 2025


Readiness: Not available


## Ranking

| Display name | Pair count | Total pairs | Presence percent | Avg position |
| --- | --- | --- | --- | --- |
| Firecrawl | 68 | 150 | 45.33333333333333 | 22.88082901554404 |
| Bright Data | 56 | 150 | 37.333333333333336 | 22.618055555555557 |
| Apify | 43 | 150 | 28.666666666666668 | 35.857142857142854 |
| Zyte | 30 | 150 | 20 | 35.12903225806452 |
| Oxylabs | 29 | 150 | 19.333333333333332 | 25.559322033898304 |
| ScrapingBee | 22 | 150 | 14.666666666666666 | 33.208955223880594 |
| Scrapfly | 16 | 150 | 10.666666666666668 | 21.94736842105263 |
| Crawl4AI | 15 | 150 | 10 | 12.26923076923077 |
| Jina AI | 12 | 150 | 8 | 39.74193548387097 |
| Octoparse | 6 | 150 | 4 | 17.571428571428573 |
| Diffbot | 3 | 150 | 2 | 35.57142857142857 |
| Crawlee | 0 | 150 | 0 | Not available |



## Platform breakdown

| Platform | Prompt count | Presence rate |
| --- | --- | --- |
| perplexity | 4 | 16 |
| google-ai | 0 | 0 |
| google-ai-mode | 1 | 4 |
| bing-copilot-search | 0 | 0 |
| chatgpt-search | 1 | 4 |
| xai-search | 6 | 24 |



## Strengths

| Prompt text | Platform count | Avg position |
| --- | --- | --- |
| Which web scraping APIs can reliably handle JavaScript-heavy single-page applications and return clean structured data for AI training? | 1 | 1 |



## Gaps

| Prompt text | Competitor presence count |
| --- | --- |
| What web data extraction services do ML engineering teams prefer when they need reliable structured output without writing custom parsers? | 6 |
| What web crawling platforms handle anti-bot detection well enough to reliably extract product data from major e-commerce sites at scale? | 6 |
| Looking for a web extraction platform that converts full websites into structured markdown for a retrieval-augmented generation system — what are my options? | 5 |
| I'm building an AI agent that needs live web data — which web crawling APIs expose a simple REST or function-calling interface for agent use? | 5 |
| Which web scraping API providers have the best uptime and success rate guarantees for production AI data pipelines? | 5 |



## Topic scores

| Topic name | Prompt count | Cited prompt count |
| --- | --- | --- |
| Capability | 5 | 2 |
| Developer Experience | 5 | 1 |
| Integrations & Ecosystem | 5 | 1 |
| Performance & Reliability | 5 | 1 |
| Setup & First Run | 5 | 3 |



## Prompt results

- Prompt text: What web data extraction APIs have prebuilt connectors or plugins for common data warehouse and data lake destinations?


#### Brand position by platform

Perplexity: Not available
Google-ai: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Xai-search: Not available



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Apify | 1 |



##### Google-ai





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| ScrapingBee | 2 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Apify | 1 |
| Bright Data | 3 |
| Zyte | 6 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Bright Data | 26 |
| Firecrawl | 28 |
| Apify | 32 |
| Oxylabs | 63 |


- Prompt text: What web data extraction services do ML engineering teams prefer when they need reliable structured output without writing custom parsers?


#### Brand position by platform

Perplexity: Not available
Google-ai: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Xai-search: Not available



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Diffbot | 3 |
| Zyte | 4 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Apify | 4 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Crawl4AI | 2 |



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Firecrawl | 3 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Zyte | 2 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Bright Data | 10 |
| ScrapingBee | 27 |
| Zyte | 60 |


- Prompt text: Which proxy network providers make it easiest to get rotating residential IPs set up without a lengthy sales process?


#### Brand position by platform

Perplexity: Not available
Google-ai: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Xai-search: Not available



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Bright Data | 3 |
| Oxylabs | 5 |



##### Google-ai





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Firecrawl | 3 |



##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Bright Data | 2 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Bright Data | 2 |
| ScrapingBee | 19 |
| Oxylabs | 21 |


- Prompt text: Which web scraping platforms integrate natively with vector databases and LLM orchestration frameworks for AI agent pipelines?


#### Brand position by platform

Perplexity: Not available
Google-ai: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Xai-search: 74



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Apify | 1 |
| Firecrawl | 4 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Bright Data | 6 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Scrapfly | 1 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Apify | 1 |
| Firecrawl | 2 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Firecrawl | 9 |
| Scrapfly | 29 |
| Oxylabs | 31 |
| Bright Data | 33 |
| Zyte | 49 |
| Jina AI | 74 |
| Apify | 84 |


- Prompt text: I need to extract and chunk web content automatically for an LLM agent — which web data services offer built-in chunking or semantic splitting?


#### Brand position by platform

Perplexity: 3
Google-ai: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Xai-search: 43



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Jina AI | 3 |
| Firecrawl | 5 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Oxylabs | 1 |
| Bright Data | 2 |
| Crawl4AI | 3 |



##### Google-ai-mode





##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Firecrawl | 2 |
| Scrapfly | 8 |
| Oxylabs | 10 |
| Apify | 27 |
| Jina AI | 43 |


- Prompt text: What are the best web crawling APIs for a small team that wants clean markdown output for LLM ingestion with minimal configuration?


#### Brand position by platform

Perplexity: 4
Google-ai: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: 4
Xai-search: 38



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Jina AI | 4 |
| Crawl4AI | 5 |
| Apify | 7 |



##### Google-ai





##### Google-ai-mode





##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Jina AI | 4 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Apify | 3 |
| Bright Data | 11 |
| Jina AI | 38 |


- Prompt text: Looking for a web extraction platform that converts full websites into structured markdown for a retrieval-augmented generation system — what are my options?


#### Brand position by platform

Perplexity: Not available
Google-ai: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Xai-search: Not available



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Apify | 2 |
| Crawl4AI | 4 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Firecrawl | 2 |
| Apify | 9 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| ScrapingBee | 3 |



##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Crawl4AI | 2 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Apify | 6 |
| Scrapfly | 20 |
| ScrapingBee | 24 |
| Bright Data | 30 |


- Prompt text: Which enterprise proxy network providers can handle millions of requests per day without significant rate-limit failures or IP bans?


#### Brand position by platform

Perplexity: Not available
Google-ai: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Xai-search: Not available



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Bright Data | 1 |
| Oxylabs | 4 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Bright Data | 1 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Bright Data | 1 |



##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Bright Data | 2 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Scrapfly | 5 |
| Bright Data | 17 |
| Octoparse | 24 |
| Oxylabs | 41 |


- Prompt text: What web crawling platforms handle anti-bot detection well enough to reliably extract product data from major e-commerce sites at scale?


#### Brand position by platform

Perplexity: Not available
Google-ai: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Xai-search: Not available



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Bright Data | 1 |
| Oxylabs | 3 |
| Zyte | 6 |



##### Google-ai

| Display name | Position |
| --- | --- |
| ScrapingBee | 1 |
| Firecrawl | 6 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Crawl4AI | 1 |



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Bright Data | 1 |
| Scrapfly | 4 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Bright Data | 1 |
| Zyte | 2 |
| Oxylabs | 3 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Bright Data | 1 |
| ScrapingBee | 2 |
| Apify | 4 |
| Firecrawl | 8 |
| Scrapfly | 14 |
| Zyte | 43 |
| Oxylabs | 52 |


- Prompt text: Which web scraping APIs have the best developer experience for a Python-first team building data pipelines for AI applications?


#### Brand position by platform

Perplexity: Not available
Google-ai: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Xai-search: Not available



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Apify | 4 |
| Crawl4AI | 5 |
| Bright Data | 6 |
| ScrapingBee | 8 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Firecrawl | 4 |
| Oxylabs | 8 |



##### Google-ai-mode





##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Zyte | 2 |
| Apify | 3 |
| Bright Data | 4 |
| Oxylabs | 5 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Bright Data | 8 |
| Scrapfly | 11 |
| ScrapingBee | 15 |
| Oxylabs | 18 |
| Apify | 28 |
| Zyte | 75 |


- Prompt text: What are the fastest web content extraction APIs for real-time RAG use cases where latency under 2 seconds matters?


#### Brand position by platform

Perplexity: 3
Google-ai: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Xai-search: 81



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Jina AI | 3 |
| Firecrawl | 4 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Bright Data | 5 |
| ScrapingBee | 6 |



##### Google-ai-mode





##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Firecrawl | 4 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Zyte | 1 |
| Bright Data | 2 |
| Firecrawl | 23 |
| Apify | 29 |
| Jina AI | 81 |


- Prompt text: I'm building a RAG pipeline and need to pull content from hundreds of URLs — which web extraction services have the fastest onboarding?


#### Brand position by platform

Perplexity: Not available
Google-ai: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Xai-search: 44



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Zyte | 4 |
| Apify | 5 |



##### Google-ai





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |



##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Apify | 2 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Zyte | 1 |
| Bright Data | 2 |
| Firecrawl | 4 |
| Apify | 22 |
| Jina AI | 44 |
| ScrapingBee | 72 |


- Prompt text: I'm building an AI agent that needs live web data — which web crawling APIs expose a simple REST or function-calling interface for agent use?


#### Brand position by platform

Perplexity: Not available
Google-ai: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Xai-search: Not available



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Apify | 5 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Crawl4AI | 1 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Apify | 2 |



##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Apify | 2 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Scrapfly | 10 |
| Apify | 11 |
| ScrapingBee | 12 |
| Bright Data | 13 |
| Zyte | 17 |
| Crawl4AI | 34 |


- Prompt text: What do developers say about the day-to-day workflow for managing large-scale crawl jobs across different web extraction platforms?


#### Brand position by platform

Perplexity: Not available
Google-ai: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Xai-search: Not available



#### Platform rows



##### Perplexity





##### Google-ai





##### Google-ai-mode





##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Bright Data | 2 |
| Zyte | 3 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Apify | 25 |
| Bright Data | 27 |
| Firecrawl | 31 |
| Octoparse | 34 |
| Oxylabs | 37 |
| Zyte | 51 |


- Prompt text: What web data infrastructure platforms work best alongside open-source LLM orchestration tools for building self-updating knowledge bases?


#### Brand position by platform

Perplexity: Not available
Google-ai: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Xai-search: Not available



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Crawl4AI | 4 |



##### Google-ai





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Apify | 1 |
| Firecrawl | 2 |



##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Scrapfly | 43 |
| Crawl4AI | 56 |
| Zyte | 78 |
| ScrapingBee | 82 |


- Prompt text: Which web scraping API providers have the best uptime and success rate guarantees for production AI data pipelines?


#### Brand position by platform

Perplexity: Not available
Google-ai: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Xai-search: Not available



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Bright Data | 1 |
| Zyte | 2 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Bright Data | 1 |
| Scrapfly | 3 |



##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Bright Data | 1 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Bright Data | 4 |
| Oxylabs | 5 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Bright Data | 1 |
| Oxylabs | 8 |
| Zyte | 12 |
| Firecrawl | 17 |
| Scrapfly | 26 |
| Apify | 30 |
| ScrapingBee | 36 |


- Prompt text: Which web scraping APIs can reliably handle JavaScript-heavy single-page applications and return clean structured data for AI training?


#### Brand position by platform

Perplexity: Not available
Google-ai: Not available
Google-ai-mode: 1
Bing-copilot-search: Not available
Chatgpt-search: Not available
Xai-search: Not available



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Crawl4AI | 3 |
| Apify | 5 |
| Bright Data | 7 |



##### Google-ai





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Jina AI | 1 |
| Firecrawl | 3 |



##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Firecrawl | 5 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Zyte | 1 |
| Firecrawl | 2 |
| ScrapingBee | 3 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Oxylabs | 1 |
| Bright Data | 3 |
| Firecrawl | 5 |
| Zyte | 20 |
| ScrapingBee | 21 |


- Prompt text: Which proxy network services support session-based scraping with geotargeting at the city level for market intelligence use cases?


#### Brand position by platform

Perplexity: Not available
Google-ai: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Xai-search: Not available



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Bright Data | 1 |
| Oxylabs | 3 |



##### Google-ai

| Display name | Position |
| --- | --- |
| ScrapingBee | 1 |



##### Google-ai-mode





##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Bright Data | 1 |
| Oxylabs | 2 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Oxylabs | 25 |
| Bright Data | 28 |


- Prompt text: I'm evaluating web data extraction platforms for an AI startup — which ones let me go from signup to first successful structured data extraction the fastest?


#### Brand position by platform

Perplexity: Not available
Google-ai: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Xai-search: Not available



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Bright Data | 1 |
| Apify | 2 |
| Zyte | 4 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Octoparse | 2 |



##### Google-ai-mode





##### Bing-copilot-search

| Display name | Position |
| --- | --- |
| Bright Data | 8 |



##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Apify | 2 |
| Zyte | 4 |
| Bright Data | 5 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Bright Data | 8 |
| Firecrawl | 9 |
| ScrapingBee | 10 |
| Octoparse | 14 |
| Oxylabs | 17 |
| Apify | 32 |


- Prompt text: Which platforms for converting web content to LLM-ready formats have the clearest docs and the best debugging tools?


#### Brand position by platform

Perplexity: Not available
Google-ai: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Xai-search: 53



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Crawl4AI | 3 |
| Apify | 6 |



##### Google-ai





##### Google-ai-mode





##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Crawl4AI | 2 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Firecrawl | 6 |
| Scrapfly | 22 |
| Apify | 27 |
| Crawl4AI | 33 |
| Jina AI | 53 |


- Prompt text: Which proxy or web scraping services offer webhook support and event-driven data delivery for real-time AI data ingestion workflows?


#### Brand position by platform

Perplexity: Not available
Google-ai: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Xai-search: Not available



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Apify | 1 |



##### Google-ai





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Bright Data | 1 |
| Firecrawl | 2 |



##### Bing-copilot-search





##### Chatgpt-search





##### Xai-search

| Display name | Position |
| --- | --- |
| Bright Data | 28 |
| Oxylabs | 52 |
| ScrapingBee | 53 |
| Scrapfly | 62 |
| Apify | 79 |


- Prompt text: What's the easiest web scraping API to get running in under an hour for a solo dev building an LLM data pipeline?


#### Brand position by platform

Perplexity: 4
Google-ai: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Xai-search: Not available



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Jina AI | 4 |



##### Google-ai





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Bright Data | 3 |



##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Apify | 2 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Firecrawl | 1 |
| Bright Data | 3 |
| Zyte | 5 |
| Oxylabs | 7 |
| Scrapfly | 12 |
| ScrapingBee | 28 |


- Prompt text: I'm a tech lead evaluating proxy and scraping platforms — which ones have SDKs and client libraries that don't feel like an afterthought?


#### Brand position by platform

Perplexity: Not available
Google-ai: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Xai-search: Not available



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Apify | 1 |
| Bright Data | 4 |
| Oxylabs | 8 |



##### Google-ai





##### Google-ai-mode





##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Apify | 1 |
| Bright Data | 2 |
| Zyte | 3 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Bright Data | 1 |
| Oxylabs | 11 |
| Zyte | 25 |
| ScrapingBee | 31 |
| Firecrawl | 43 |
| Apify | 59 |
| Scrapfly | 96 |


- Prompt text: I'm running a high-volume crawl pipeline for LLM fine-tuning data — which web data platforms scale to 10M+ pages per month reliably?


#### Brand position by platform

Perplexity: Not available
Google-ai: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Xai-search: Not available



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Firecrawl | 3 |
| Bright Data | 5 |



##### Google-ai





##### Google-ai-mode

| Display name | Position |
| --- | --- |
| Bright Data | 2 |



##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Bright Data | 1 |
| Zyte | 2 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Firecrawl | 2 |
| Bright Data | 9 |
| Oxylabs | 27 |
| Apify | 42 |


- Prompt text: What web extraction services do teams use when they need consistent structured output quality across dynamic and static pages at production scale?


#### Brand position by platform

Perplexity: Not available
Google-ai: Not available
Google-ai-mode: Not available
Bing-copilot-search: Not available
Chatgpt-search: Not available
Xai-search: Not available



#### Platform rows



##### Perplexity

| Display name | Position |
| --- | --- |
| Zyte | 1 |
| Firecrawl | 4 |



##### Google-ai

| Display name | Position |
| --- | --- |
| Oxylabs | 3 |
| Octoparse | 4 |



##### Google-ai-mode





##### Bing-copilot-search





##### Chatgpt-search

| Display name | Position |
| --- | --- |
| Zyte | 1 |
| Firecrawl | 3 |
| Bright Data | 4 |
| Diffbot | 5 |
| Apify | 6 |
| Oxylabs | 7 |



##### Xai-search

| Display name | Position |
| --- | --- |
| Zyte | 11 |
| Firecrawl | 17 |
| ScrapingBee | 18 |
| Octoparse | 19 |
| Bright Data | 21 |
| Apify | 24 |
| Diffbot | 45 |





## Top sources

| Url | Title | Domain | Logo url | Source vertical | Content type | Citation count | Last30d count |
| --- | --- | --- | --- | --- | --- | --- | --- |
| https://jina.ai/reader/ | Reader API - Jina AI | jina.ai | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/f202fa45-f45a-4a7d-840b-3c2285ae6ee6/cdf8e2198f159ac1db2232f99d893eedecb2d016.png | commercial | article | 21 | 21 |
| https://jina.ai/en-US/reader/ | Reader API - Jina AI | jina.ai | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/f202fa45-f45a-4a7d-840b-3c2285ae6ee6/cdf8e2198f159ac1db2232f99d893eedecb2d016.png | commercial | article | 9 | 9 |
| https://jina.ai/segmenter/ | Segmenter API | jina.ai | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/f202fa45-f45a-4a7d-840b-3c2285ae6ee6/cdf8e2198f159ac1db2232f99d893eedecb2d016.png | commercial | article | 5 | 5 |
| https://github.com/jina-ai/reader | jina-ai/reader: Convert any URL to an LLM-friendly input ... - GitHub | github.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/f202fa45-f45a-4a7d-840b-3c2285ae6ee6/5cf303ec8125fc81149604276f1259cbee126140.png | commercial | product_page | 4 | 4 |
| https://jina.ai/ | Jina AI - Your Search Foundation, Supercharged. | jina.ai | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/f202fa45-f45a-4a7d-840b-3c2285ae6ee6/cdf8e2198f159ac1db2232f99d893eedecb2d016.png | commercial | documentation | 1 | 1 |
| https://jina.ai/contact-sales/ | Contact sales - Jina AI | jina.ai | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/f202fa45-f45a-4a7d-840b-3c2285ae6ee6/cdf8e2198f159ac1db2232f99d893eedecb2d016.png | commercial | documentation | 1 | 1 |
| https://jina.ai/embeddings/ | Embedding API | jina.ai | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/f202fa45-f45a-4a7d-840b-3c2285ae6ee6/cdf8e2198f159ac1db2232f99d893eedecb2d016.png | commercial | home | 3 | 0 |
| https://github.com/jina-ai/vectordb | jina-ai/vectordb: A Python vector database you just need | github.com | https://izgwnlozsmjmqjsnddmg.supabase.co/storage/v1/object/public/domain-logos/9dbab6f8-54b2-49a0-8181-89a0ed130318/f202fa45-f45a-4a7d-840b-3c2285ae6ee6/5cf303ec8125fc81149604276f1259cbee126140.png | commercial | github | 1 | 0 |



## Response excerpts

| Prompt text | Platform | Excerpt |
| --- | --- | --- |
| What are the best web crawling APIs for a small team that wants clean markdown output for LLM ingestion with minimal configuration? | chatgpt-search | Jina AI Reader — simplest Jina's Reader is almost comically simple: prepend `https://r.jina.ai/` to a URL and you get LLM-friendly content. |
| I need to extract and chunk web content automatically for an LLM agent — which web data services offer built-in chunking or semantic splitting? | google-ai-mode | Check out the setup on Jina AI . * Firecrawl (in Fast/No-Render Mode): While standard deep rendering via Firecrawl... |
| What do developers say about the day-to-day workflow for managing large-scale crawl jobs across different web extraction platforms? | google-ai-mode | Jina AI Reader and Firecrawl offer the fastest onboarding for pulling content from hundreds of URLs into a RAG pipeline, as they require zero complex HTML parsing or browser configuration and immediately output clean, LLM-ready Markdown. |



## Competitor excerpts

| Platform | Competitor name | Excerpt |
| --- | --- | --- |
| perplexity | Firecrawl | Firecrawl — A good fit when you want to define the output yourself: provide a URL and a JSON schema (or prompt), and its API returns structured JSON. |
| perplexity | Diffbot | Diffbot — A fit for more automatic extraction: it classifies pages and returns structured JSON without rules or per-site configuration. |
| google-ai | Firecrawl | Firecrawl * Why ML teams prefer it: Built specifically for LLM and RAG workflows, Firecrawl takes any URL and converts it into clean Markdown or schema-enforced JSON. |
| google-ai-mode | Firecrawl | Firecrawl * Best For: Turnkey, deep site-wide crawling and robust Markdown formatting optimized directly for tokenizers and LLM context windows. |
| google-ai-mode | Crawl4AI | Crawl4AI * Best For: Teams wanting an open-source, highly performant, self-hosted option that remains free forever, with a hosted API alternative. |
| bing-copilot-search | Firecrawl | ML engineering teams most often prefer managed APIs like Context.dev, Firecrawl, and Apify when they want reliable structured JSON/Markdown output without writing custom parsers. These services handle crawling, JavaScript rendering, and schema enforc... |
| chatgpt-search | Firecrawl | ...ented \| \| \[5\] \| JSON/Markdown \| Yes, depending on product \| Unified AI/web-access workflows \| Newer ecosystem than the incumbents \| ### The two I'd investigate first Firecrawl is probably the closest match to your wording. |
| chatgpt-search | Zyte | \[6\] Zyte is particularly interesting if you're building a production data pipeline rather than primarily an LLM/RAG application. |
| perplexity | Bright Data | The strongest candidates are Bright Data, Oxylabs, and Zyte. They offer managed extraction products that combine anti-bot handling with product-data collection, rather than leaving you to build and maintain the whole crawling stack. |
| perplexity | Oxylabs | The strongest candidates are Bright Data, Oxylabs, and Zyte. They offer managed extraction products that combine anti-bot handling with product-data collection, rather than leaving you to build and maintain the whole crawling stack. |
| google-ai | ScrapingBee | ScrapingBee * Bright Data: Widely considered the gold standard for massive-scale enterprise operations. |
| google-ai-mode | Crawl4AI | Crawl4AI Documentation +1 The top platforms standout across these dimensions as follows: * Firecrawl (by Mendable) stands out as the industry benchmark for comprehensive documentation and interactive playgrounds . * Documentation Quality: Exceptional. |



## Trend

Visibility delta: -2.1999999999999993
Avg position delta: -0.5833333333333335
Citation count delta: -5