GEO•
GEO Metrics: Mention Rate, Citation Rate, What to Measure
Mention rate vs citation rate, per-engine reads, verification against real answers, and how fast AI answers actually change.
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Brand Monitoring•
White-Label AI Visibility Tracking for Agencies
Per-tenant API keys, your own report layer, and about $62 per client per month in data costs at 200 daily prompts.
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Web Scraping•
LLM Scraping API Reliability at Scale: Uptime, SLAs, Cost
LLM scraping reliability in production: which providers publish SLAs, what breaks in-house, and what 1,000 ChatGPT answers actually cost.
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GEO•
LinkedIn Articles vs Posts: AI Citations Fell 65%
LinkedIn is widely described as the second most cited domain in AI search. On a fixed set of 116 prompts run monthly across four AI engines, its share of answers fell from 13.8% in February 2026 to 4.8% in July. Articles carry almost all of what remains, and company pages almost none of it.
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SERP API•
Google Search MCP: Give Your AI Agent Live SERP Data
Wire a Google Search MCP server into Claude or Cursor and your agent can pull live, structured SERP data (organic results, AI Overviews, and People Also Ask) in one tool call.
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Web Scraping•
Best Gemini Scraper 2026: 7 Tools Tested (Grounded Sources)
We tested 7 Gemini scrapers against Google's anti-bot layer, grounded-sources parsing, and citation extraction to find the best Gemini scraper for 2026.
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AI Search•
How AI Answers Change by State: A Data Study
Ask an AI assistant the same local question from California and from New York and you can get two completely different sets of recommended businesses. We measured how much AI answers change by US state across ChatGPT, Copilot, Gemini, Perplexity, and Google AI Mode.
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AI Search•
What Gets Cited in AI Answers? Query Type Beats Topic
AI engines cite a source on 91% of 'best X' answers but only 81% of definitions. That 10-point swing is driven by query intent, not subject. Across eight verticals citation presence stays in a tight 82–88% band. If you want to be cited, the shape of the question you answer matters more than the industry you're in.
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AI Search•
How to Track AI Search Visibility Programmatically
AI engines ship no dashboards, so you query them yourself. A developer's guide to tracking AI search visibility: brand mentions, citations, and share of voice.
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