When AI answers, these 10 dimensions decide whether you'll —be the answer.
Search used to hand your customer a page of links. Now an AI hands them an answer — usually two or three brands, assembled from data about your locations that most brands aren't watching.
This series breaks that shift into ten dimensions and shows what to improve each one.
How AI Answers Are Reshaping Local Discovery — with Yelp | Mastering GEO
Ten dimensions. Ten places to start.
The dimensions build on each other, but every article is self-contained: the signals AI reads, why they matter, and what to change. Start with the gap you already suspect, or work top to bottom for the full picture.
Mastering GEO for Multi-Location Brands
How Consumers Are Using AI Search—And How the Path to Purchase Is Changing
What Drives Inclusion in AI-Generated Answers
Tracking Your Brand's Presence Across Major LLMs
Ensuring Accurate Brand and Location Mentions for Multi-Location Businesses
Understanding How AI Interprets Your Customer Experience
Structuring Location Pages for AI Clarity and Discoverability
Why Review Volume Is the New Authority Signal in ChatGPT, Gemini, and Perplexity
Improving Review Quality to Influence AI Narratives
Using Reputation Metrics to Improve CX and Win in AI Search
Get All Ten Dimensions in One Condenced Guide
Mastering GEO with Reputation + Yelp
Learn How AI Answers Are Reshaping Local Discovery
Key Takeaways in One Condensed Guide
We condensed the full series into a single PDF: the ten dimensions, the signals behind each one, and the actions that move them.
Skim it. Share it. Put it to work.
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I think the value proposition of Reputation plus Yelp is really valuable, because we're enabling consumers to find high quality local businesses in a really meaningful manner wherever they choose to transact.
What you'll take away —
A clear read on what actually changed — not that AI is coming, but which signals engines weigh and how much.
The five metrics worth measuring, and why a portfolio average hides the locations that need attention most.
Fifty-plus specific actions, ordered so a team can start this quarter instead of next fiscal year.
And a straight answer to the question every marketing leader is being asked right now: are we showing up in AI, and how would we know?