Context.dev

context.dev
Last scan Sep 24, 2026
717/720 complete discovery answers across two cohorts that are reported apart: 360/360 asked in the client's own vocabulary (named 26.7%, context.dev cited 34.7%) and 357/360 stating the person's problem with the solution vocabulary banned, no scrape, crawl, extract, parse, API, MCP, enrich, brand data, OCR, change detection, webhook, Markdown or vendor names (named 2.8%, context.dev cited 7.8%). The headline tiles and leaderboard below pool both, so read them with those two rates beside them. 40/40 brand-seeded diagnostics kept separate and excluded from every number here. Excluded: 0 errors, 3 truncated answers. Brand presence is gated: the bare word "context" never counts, and a near-spelling (Context Dev, ContextDev, Brand Dev) occurred without this company being named in 0 further answers, which are counted as absences. One API baseline; no prior period.

Visibility Score

How often Context.dev appears in AI answers across 4 providers

Visibility Score

14.8%
Citation Share21.3%Avg Position2.7

717 answers · 4 providers · September 24 baseline

  • Firecrawl: 18.8%
  • Apify: 15.1%
  • Context.dev (you): 14.8%
  • LinkedIn: 12.4%
  • Visualping: 11.7%
  • Playwright: 10.9%

First measurement, so there is no earlier window to compare against. Movement appears after the next scan.

Visibility Leaderboard

1.Firecrawl18.8%
2.Apify15.1%
3.Context.devyou14.8%
4.LinkedIn12.4%
5.Visualping11.7%
6.Playwright10.9%
7.Clearbit10.0%
8.PageCrawl9.1%
9.OpenAI8.6%
10.Logo.dev8.4%
11.Brandfetch7.8%
12.Bright Data7.3%
13.HubSpot7.1%
14.Tavily6.8%
15.Exa6.6%
15.LlamaParse6.6%
15.ScrapingBee6.6%
18.Claude6.1%
19.ChangeTower6.0%
20.changedetection.io5.9%
20.Distill5.9%
22.Puppeteer5.3%
23.LangChain5.2%
24.Perplexity4.9%
25.Apollo4.6%
25.Excel4.6%
25.People Data Labs4.6%
28.Crawl4AI4.5%
29.Brave Search API4.3%
30.ScraperAPI4.0%
31.Oxylabs3.9%
31.Selenium3.9%
31.Zyte3.9%
34.Gemini3.8%
34.ZoomInfo3.8%
36.Jina AI3.6%
36.Olostep3.6%
38.Parallel3.5%
38.Plaid3.5%
38.Scrapfly3.5%
38.UptimeRobot3.5%
38.Zapier3.5%
43.Beautiful Soup3.3%
43.Hunter3.3%
45.Browse AI3.2%
46.ChatGPT3.1%
46.SerpAPI3.1%
48.Browserless2.9%
48.CompanyEnrich2.9%
48.Cursor2.9%
48.Docling2.9%
48.Google Sheets2.9%
53.Diffbot2.6%
54.Salesforce2.5%
55.Make2.4%
55.Octoparse2.4%
55.Scrapy2.4%
55.Wachete2.4%
59.Serper2.2%
59.ZenRows2.2%
61.Figma2.1%
61.Google Alerts2.1%
61.Google Document AI2.1%
61.LogoKit2.1%
61.Notion2.1%
61.ScreenshotOne2.1%
61.Unstructured2.1%
68.Clay2.0%
68.Crunchbase2.0%
68.n8n2.0%
68.Reducto2.0%
72.Hexowatch1.8%
72.Marker1.8%
72.Scrape.do1.8%
72.Trafilatura1.8%
76.AbstractAPI1.7%
76.Browserbase1.7%
76.Linkup1.7%
76.Microlink1.7%
76.PyMuPDF1.7%
76.ScrapeGraphAI1.7%
82.Adobe PDF Extract1.5%
82.Azure Document Intelligence1.5%
82.Canva1.5%
82.Klazify1.5%
82.MarkItDown1.5%
82.You.com1.5%
88.Amazon Textract1.4%
88.OpenCorporates1.4%
88.Prisync1.4%
88.youtube-transcript-api1.4%
92.Crayon1.3%
92.Feedly1.3%
92.FullContact1.3%
92.Ntropy1.3%
92.Scrapingdog1.3%
92.Similarweb1.3%
92.Yahoo Finance1.3%
99.Inoreader1.1%
99.Spade1.1%
99.TranscriptAPI1.1%
99.Urlbox1.1%
103.BuiltWith1.0%
103.Contify1.0%
103.Coresignal1.0%
103.Fluxguard1.0%
103.Pandoc1.0%
103.pdfplumber1.0%
103.Semrush1.0%
103.Supadata1.0%
103.Tesseract1.0%
103.Versionista1.0%
113.BrandsAPI0.8%
113.Cognism0.8%
113.Crawlee0.8%
113.Decodo0.8%
113.Klue0.8%
113.Lusha0.8%
113.Mistral OCR0.8%
113.ScreenshotAPI.net0.8%
113.Spider0.8%
122.Alpha Vantage0.7%
122.Dun & Bradstreet0.7%
122.Kompyte0.7%
122.Mastercard merchant data0.7%
122.NAICS Association0.7%
122.Nanonets0.7%
122.Proxycurl0.7%
122.RiteKit0.7%
122.SAM.gov0.7%
122.ScrapingAnt0.7%
122.The Companies API0.7%
122.TinyFish0.7%
122.Wayback Machine0.7%
135.ApiFlash0.6%
135.CaptureKit0.6%
135.Financial Modeling Prep0.6%
135.Finnhub0.6%
135.Huginn0.6%
135.Hyperbrowser0.6%
135.Triqai0.6%
142.Bing Search API0.4%
142.Google Custom Search0.4%
142.Kadoa0.4%
142.Polygon.io0.4%
142.Steel0.4%
142.Whisper0.4%
142.Yodlee0.4%
149.Crawlbase0.3%
149.Explorium0.3%
149.Finicity0.3%
149.GDELT0.3%
149.Heron Data0.3%
149.Mathpix0.3%
149.NewsAPI0.3%
149.Snowdrop0.3%
157.AssemblyAI0.1%
157.Cloudflare Browser Rendering0.1%
157.Google Favicon service0.1%
157.Looka0.1%
157.webdog0.1%
162.Context.ai0.0%
162.Context70.0%
162.Kagi0.0%
162.Owler0.0%
162.RocketReach0.0%

Context.dev named in 106 of 717 eligible answers

Topics

Which brands the engines named per knowledge topic, by mentions rather than citations. Sparse rows are the finding: open one to see how many answers named nobody.

Topic
#1
#2
#3
#4
#5
#6
#7
#8

Provider Breakdown

Where Context.dev is winning and losing, by answer engine

Provider
Visibility
Citation Share
Avg Position
Answers
Status
ChatGPT
8.5%
5.1%
2.1
177
Active
Claude
15.0%
22.2%
3.6
180
Active
Gemini
18.3%
28.3%
2.8
180
Active
Perplexity
17.2%
29.4%
2.2
180
Active
Showing 1 4 of 4 providers