The third entry in our build-in-public AI-citation series — and the biggest. We asked ChatGPT a national question: who are the best AI search optimization agencies in the US? Its first list was a who's-who of established firms, and we weren't on it. So we asked why. ChatGPT reconsidered, scored us "Strong" on AI-search specialization and GEO thought leadership, and rebuilt its shortlist with Ritner Digital at number three — beside iPullRank and First Page Sage. This post walks through the full exchange, screenshots included: the omission, the reconsideration, the national top five, and the independent-validation gap ChatGPT told us we still need to close.

The honest follow-up to our Claude post. We asked ChatGPT to name the best AI search and GEO agencies near Philadelphia — and we weren't on the list. So we asked it why. What happened next taught us more about how AI search actually ranks agencies than a clean win ever could: ChatGPT reconsidered, explained that its first list weighted tenure and legacy reputation over AI-search focus, then revised its shortlist to put Ritner Digital second. This post walks through the full exchange, screenshots included — the omission, the self-correction, the criteria it revealed, and the honest gaps it told us we still need to close.