AI Search

Wikipedia, Reddit, and G2 Drive More AI Citations Than Your Own Pages Do

Wikipedia, Reddit, and G2 now drive more LLM citations than the brand pages they describe. Wikipedia alone appears in roughly 27% of all citations across ChatGPT, Gemini, and Perplexity, per usegrowthos.com analysis. G2 supplies about 33% of cited reviews inside ChatGPT and Google AI Overviews, and roughly 75% of

Blueprint diagram showing ten labeled gates of an AI search pipeline with three highlighted as priority audit points

The 10-Gate AI Search Audit Most Teams Should Treat as a 3-Gate Audit

On May 5, 2026, Search Engine Land published Jason Barnard's 10-gate AI search pipeline: Discovered, Selected, Crawled, Rendered, Indexed, Annotated, Recruited, Grounded, Displayed, Won. Each gate's score multiplies into the next, so the weakest stage caps the final citation probability. For most sites, three of those

Blueprint-style technical schematic of AEO tool pricing tiers at $29, $99, and $399 with AI engine logos and citation share graph annotations

Profound Charges $399 to Show ChatGPT Citations. Otterly Starts at $29.

Search Engine Land's AEO tools roundup on May 4, 2026 named Profound as "the most direct way" to see how AI platforms cite a brand. Profound's pricing page lists $99 a month for Starter, $399 a month for Growth, and custom Enterprise. The cheaper

Brand Search Volume Beat Backlinks as the Top AI Citation Predictor

Search Engine Land argued on May 4, 2026 that topical authority in AI search was always brand authority in disguise. A 7,000-citation analysis by The Digital Bloom backed it up with a number: brand search volume correlated with AI citations at 0.334, while backlinks landed at weak or

Blueprint-style technical diagram of ChatGPT fan-out behavior splitting one commercial prompt into multiple background searches that route to a comparison page citation.

Aiso's 90-Prompt Test Found ChatGPT Fans Out Commercial Queries 25x Harder

ChatGPT triggered web searches on 78.3% of commercial prompts and just 3.1% of informational ones in a 90-prompt study from Aiso published April 30, 2026. That roughly 25x gap means the pages winning ChatGPT citations are comparison articles, best-of shortlists, and "X vs Y" guides, not

SE Ranking Faked a Brand. AI Mode Ranked It #1 for 90% of Branded Queries.

SE Ranking's Bogdan Babiak built a fictional brand on a brand-new domain in March 2026 and tracked 825 prompts across 15,835 AI answers. Google's AI Mode placed the fake brand at position 1 for roughly 90% of branded queries, while a single "Complete Guide&