aeo
Posts tagged aeo.
AI Visibility If AI Overviews Ate Your Clicks, Stop Panicking — Change the Job of the Page
AI Overviews often show as impressions up and CTR down on informational queries — confirm the fingerprint, then redesign pages for citations and brand.
AI Visibility Answer Engine Optimization: The Playbook for Getting Cited by AI
A practical AEO playbook for founders and marketers who need ChatGPT, Perplexity, and Google AI Overviews to cite their brand — with method, measurement, and a 90-day roadmap.
AI Visibility The llms.txt Question Nobody Answers Properly
Everyone is shipping llms.txt files. Almost nobody is shipping one that changes whether a model can actually answer a question about them.
AI Visibility Page-One Rankings Don’t Guarantee an AI Overview Citation
You can rank top 10 and still miss AI Overviews when the page fails snippet eligibility, extractability, or query fan-out — fix those before chasing links.
AI Visibility llms.txt for Brands: What to Publish, What to Skip, and How Models Use It
llms.txt should brief models on who you are and which URLs settle which questions — not dump your sitemap. Here is what brands should publish and skip.
AI Visibility ChatGPT Skips You When It Can’t Corroborate You
ChatGPT recommends competitors when it can corroborate them and cannot build the same evidence trail for you — fix corroboration before writing more blogs.
AI Visibility Entity Architecture: Making Your Brand a Thing Models Can Name
Entity SEO for AI search means consistent Organization, Person, and Product identity across your site and the web — so models can name you instead of hedging.
AI Visibility GEO Explained: Generative Engine Optimization Without the Buzzwords
GEO is optimizing for generative engines that synthesize answers. Here is how it relates to AEO and SEO — and what to change in your content and measurement.
AI Visibility DIY AEO for 30 Days — Hire When You’re Blind to Your Own Gaps
Yes — you can DIY Answer Engine Optimization for 30 days. Hire when you cannot see your own gaps, need stakeholder force, or the panel stops moving forward.
AI Visibility Citation Gaps: Finding Who AI Quotes Instead of You
A citation gap analysis shows which URLs ChatGPT and Perplexity quote for your buyer prompts — and the concrete plays to close those gaps.
AI Visibility Schema Markup That Answer Engines Actually Use
Skip schema soup. Ship accurate Organization, FAQ, Article, and LocalBusiness JSON-LD that helps answer engines trust and cite your pages.
AI Visibility Pick an Engine by Where Your Buyers Ask — Then Keep a Baseline Everywhere
Optimize first for the engine your buyers already use — ChatGPT, Perplexity, or Google AI Overviews — then keep a thin baseline on the other two surfaces.
AI Visibility AEO vs SEO: Same Crawl, Different Scoreboard
No — AEO is not SEO renamed. Shared crawl work still matters; the scoreboard shifts from rank and CTR to citations, share of voice, and answer accuracy.
AI Visibility Content Clusters Built for AI Visibility, Not Just Rankings
AEO content clusters map buyer questions to a pillar and spokes with answer-first structure — so models can cite you, not just rank a keyword.
AI Visibility Measuring AI Search Visibility When Rank Tracking Is Not Enough
AEO KPIs need a prompt panel, citation logging, and share-of-voice against competitors — rank tracking alone misses ChatGPT and Perplexity.
AI Visibility Block Training Bots if You Want — Don’t Accidentally Block Being Cited
Block GPTBot for training if you want — keep OAI-SearchBot allowed for ChatGPT search citations. Google-Extended does not control Google Search indexing.
AI Visibility Local Business AEO: Getting Cited When Someone Asks AI for a Pro Near Them
Local AEO gets service businesses cited in AI answers for 'near me' and city prompts — beyond Maps rankings alone.
AI Visibility Original Numbers Get Cited Because Models Hate Sharing Ambiguous Credit
Original research helps AI citations when numbers are dated, attributed, and extractable — GEO showed statistics and quotes lift answer visibility up to ~40%.
AI Visibility Digital PR That Earns AI Citations, Not Just Backlinks
Digital PR for AEO targets the domains AI already cites — with accurate brand facts — so earned media feeds answers, not only Domain Rating.
AI Visibility Reddit Moves AI Answers — If You Show Up as a Human, Not a Press Release
Reddit can feed AI citations when real threads corroborate your category — not when you spam. Engine weight varies; Perplexity leans harder than Gemini.
AI Visibility When AI Gets Your Brand Wrong: Fixing Hallucinated Facts at the Source
When ChatGPT invents your founding year or product line, fix canonical pages, chase corroborating wrong sources, and re-test — hallucinations have URLs behind them.
AI Visibility The AEO Audit Checklist I Run Before Touching a Client Domain
A practical AEO audit checklist: entities, llms.txt, schema, citeable content, citation gaps, and measurement — what Spurlock Studios runs before recommending work.
AI Visibility Write the Answer in the First Breath — Then Earn the Depth
Structure pages for AI citations with an answer-first opening, quotable H2s, and tables — then earn depth. Here is the editorial system writers can run.
AI Visibility Get Cited in AI Overviews: Indexed, Snippet-Eligible, Quotable
Google AI Overviews cite pages that are indexed, snippet-eligible, and quotable — not pages with special AEO markup. Full operator checklist is inside.
AI Visibility AI Citations Have Three Clocks — Hours, Weeks, and Quarters
AI citations run on three clocks: live retrieval in hours to days, crawl and index lag in weeks, and model-memory residue in quarters. Plan all three.
AI Visibility When AEO Is Worth the Budget — and When to Wait
AEO is worth it when buyers ask AI before they click — and you can staff a prompt panel. Skip fake conversion multipliers; judge ROI on citations and pipeline.
AI Visibility AI Visibility Is Inclusion in the Answer — Not a Ranking
AI visibility is whether answer engines name or cite you on buyer prompts — not your Google rank. Track mention rate, citation rate, and share of voice.