The AEO / GEO playbook library for Shopify

Start with methodology, multi-model strategy, and from zero to mentioned. Definitions live in the dictionary. Niche applications live under guides. Shopper questions live under ask.

Win recommendations (money pages)

• AEO / GEO for DTC — practical checklist

  Answer Engine Optimization and Generative Engine Optimization checklist for Shopify DTC brands — technical, content, citations, and measurement.

• AI visibility audit for Shopify

  What an AI visibility audit checks, how it differs from SEO audits, and how Shopify brands use the results to get recommended in ChatGPT.

• ChatGPT Shopping feed requirements

  GTIN, Product schema, price, availability, and brand signals Shopify stores need for ChatGPT Shopping readiness.

• Getting recommended by Claude (DTC / Shopify)

  How Claude-oriented visibility differs for DTC brands — crawl access, careful claims, and citable product fit language.

• From zero to mentioned — AI visibility playbook

  A staged playbook for Shopify brands starting at 0% AI share of voice — what to fix first, second, and what to ignore.

• Gemini, Google-Extended, and Shopify AI visibility

  How Shopify merchants should think about Gemini visibility versus Google SEO — and what Google-Extended actually controls.

• Get recommended by ChatGPT (Shopify)

  A practical checklist for Shopify brands that want ChatGPT to name their store in shopping answers — crawlers, schema, citability, citations, measurement.

• How ChatGPT chooses brands for ecommerce answers

  A practical model of what ChatGPT tends to reward when recommending Shopify and DTC products — entities, crawl access, proof, and Shopping signals.

• Multi-model AI visibility strategy (ChatGPT, Claude, Perplexity, Gemini)

  Why optimizing for only ChatGPT is a strategic mistake — and how to allocate work across models for Shopify brands.

• Perplexity citations for Shopify brands

  Why Perplexity behaves like a citation engine, what that means for Shopify stores, and how to win mentions without chasing screenshots.

• Third-party citations strategy for AEO

  How Shopify brands earn the off-site proof that AI answer engines use — reviews, publishers, communities — without spam.

• llms.txt for ecommerce Shopify brands

  Why Shopify brands ship llms.txt, what to put in it, and how it helps AI crawlers orient to your store — plus what it cannot do alone.

Measurement & methodology

• AEO ROI for ecommerce — how to justify the work

  How to connect AI share of voice and technical readiness to pipeline thinking — without fake attribution theater.

• AI share of voice — how to measure brand mentions in ChatGPT

  Define AI share of voice, how TopMention calculates it across models, and how to track movement weekly without vanity metrics.

• AI visibility methodology — how TopMention measures AEO

  The fixed prompt panel, multi-model scoring, technical readiness, and what we deliberately do not count as AI visibility.

• Competitive AI visibility benchmarking for Shopify

  How to benchmark competitors on ChatGPT/Claude/Perplexity/Gemini without fake leaderboards — fixed panels, SoV, and tech gaps.

• Measuring AEO without vanity metrics

  Which AI visibility metrics are real, which are theater, and how Shopify teams should report progress to leadership.

• Shopify AI visibility scorecard (template)

  A one-page scorecard template for founders and VPs to review AI visibility weekly — SoV, tech, content, citations.

Shopify technical AEO

• Allow GPTBot, ClaudeBot, and PerplexityBot on Shopify

  How to update Shopify robots.txt so AI crawlers can read your store — without opening checkout — plus verification and security-app pitfalls.

• GTINs and barcodes for ChatGPT Shopping on Shopify

  Why GTINs matter for AI shopping surfaces, how Shopify brands should store them, and what to do when products lack barcodes.

• Advanced llms.txt patterns for Shopify brands

  Beyond the minimal file — how mature Shopify brands structure llms.txt for product lines, markets, and AI discovery without spam.

• robots.txt for AI crawlers (Shopify, 2026)

  A modern robots.txt strategy for Shopify stores that want AI answer visibility without opening checkout or account paths.

• Shopify security apps vs AI crawlers — an AEO field guide

  How bot challenges and security apps accidentally destroy AI visibility — and how to allowlist answer engines safely.

• Shopify Product JSON-LD guide for AI visibility

  How to implement and validate Product and Organization JSON-LD on Shopify so AI systems and Shopping surfaces can trust your catalog.

Citability & content systems

• Content briefs for AI citability

  A briefing template for writers and merchandisers so every page ships with extractable answers AI systems can quote.

• Brand entity consistency for AI recommendations

  How inconsistent naming across Shopify, schema, packaging, and PR confuses AI systems — and the naming system that fixes it.

• Shopify collection pages optimized for AI answers

  How to write collection intros and FAQs that AI systems can quote — without turning your store into a thin affiliate site.

• Shopify PDP optimization for AI answers

  Product detail page patterns that help AI assistants recommend the right SKU — specs, best-for lines, offers, and crawlable HTML.

Operating cadence & teams

• Agency vs in-house AEO for Shopify brands

  How to choose between building an internal AI visibility program and buying a done-for-you Fix Sprint — with a RACI-style split.

• Building an internal AEO program for a Shopify brand

  Roles, rituals, KPIs, and tooling to run Answer Engine Optimization in-house — without turning it into another abandoned SEO side quest.

• Weekly AI visibility operating rhythm for ecommerce teams

  A practical weekly cadence for Shopify teams running AEO/GEO — scan, triage, ship, re-measure.

Strategy, myths & tradeoffs

• AEO vs GEO vs SEO for Shopify — which work to prioritize

  A decision framework for Shopify teams balancing classic SEO, Answer Engine Optimization, and Generative Engine Optimization.

• AI visibility myths Shopify brands should ignore

  The most expensive misconceptions about ChatGPT SEO, llms.txt magic, and overnight AEO wins — and what to do instead.

• AI visibility vs traditional SEO

  Overlaps and differences between SEO and AI visibility (AEO/GEO) for Shopify and DTC brands.

• Answer engines vs search engines for ecommerce

  A strategic comparison of how answer engines change discovery for Shopify stores — and what merchandisers must change in their workflows.

• Done-for-you Fix Sprint — what we change in 2 weeks

  What TopMention implements during the $1,200 Fix Sprint for Shopify AI visibility and ChatGPT Shopping.

• When not to optimize for AI visibility

  Honest cases where AEO should wait — and what to do instead so you do not waste a Fix Sprint.

supplements

• Brands ChatGPT recommends for supplements

  How to read TopMention's supplements AI Visibility Index — who shows up in ChatGPT answers and what the rankings mean.

• Why page-one Google still loses in ChatGPT

  Ranking on Google does not guarantee ChatGPT mentions. Why the gap exists and how Shopify brands close it.

• Supplements AI Visibility Index — July 2026

  Monthly data drop — which supplement brands ChatGPT, Claude, Perplexity and Gemini mention, and how to read the movement.

• Collagen, creatine, and greens — AI visibility patterns

  Data-backed patterns for how supplement subcategories show up in ChatGPT, Claude, Perplexity, and Gemini answers.