Odd Logic

A practical guide to measuring your ecommerce brand's presence in AI search, covering the four metrics that matter, a free stack built on Google Search Console and GA4, the paid tools worth graduating to, and the buyer prompts every store should track.

A practical guide to building a review generation system for ecommerce brands, and why review recency, velocity, and cross-platform presence now determine whether ChatGPT, Perplexity, and Google AI Overviews recommend you at all.

Schema markup in 2026 does two jobs: it earns rich results in Google and makes your product data readable so ChatGPT, Perplexity, and AI Overviews can cite it. This guide covers the four schema types ecommerce brands need, what Google deprecated (including FAQ rich results), and how to implement structured data without breaking it.

AI Overviews and Perplexity now decide who gets seen before anyone clicks a link. Here's how both engines actually pick their sources, and the six-step playbook to become one of them.

Digital PR earns your brand editorial coverage that lifts search rankings, builds trust, and increasingly feeds the citations AI engines use to recommend brands. This guide scores the best digital PR agencies for ecommerce, including Odd Logic, on media fit, story development, and AI citation awareness.

The SEO agency market is enormous and opaque, so choose on fit rather than list position: proven experience in your business model, in-house implementation capacity, revenue or pipeline reporting, white-hat methods, technical depth, and genuine AI search capability. Classic organic search still drives most conversions today, but the 2026 bar now includes getting cited in AI answers, so the right agency treats Google rankings and AI visibility as one job.

The best ecommerce SEO agencies in 2026 do two jobs at once: rank your product and category pages in Google, and make you show up when shoppers ask ChatGPT, Perplexity, or AI Overviews for a product. Choose one on real store experience, platform fluency, technical and migration depth, revenue-based reporting, and genuine AI search capability, since any agency still treating AI discovery as optional is behind.

A GEO agency gets your brand cited and recommended inside AI tools like ChatGPT, Gemini, and Perplexity by engineering your content, structure, and off-site reputation for how generative engines retrieve and trust sources. When choosing one, judge them on real methodology, citation measurement, off-site authority, and fit for your business type, since most of the strongest GEO agencies are built for B2B SaaS and few have built programs around consumer and ecommerce signals.

A brand reputation management company monitors and improves what's said about you online reviews, search results, social, forums, and now how AI engines describe you — through review generation, response, suppression, and crisis work. The biggest things to get right in 2026: pick a firm that covers AI and Reddit, not just star ratings, and avoid anyone offering fake reviews or deceptive suppression, since the FTC's Consumer Reviews Rule now carries penalties up to $51,744 per violation.

Most "best AEO agency" lists are written for B2B SaaS, but ecommerce AEO is a different game won through reviews, product feeds, Reddit, and seasonal demand so this list scores agencies on ecommerce-specific fit and openly discloses that Odd Logic is both the publisher and a ranked entry. The real takeaway is the six hiring criteria: ecommerce experience, review integration, Reddit/UGC capability, feed and schema knowledge, transparent AI-citation reporting, and no fake guarantees.

You can't "rank" on ChatGPT the way you do on Google you get cited and recommended inside its answers, earned mostly through third-party trust signals like reviews, Reddit, and editorial mentions rather than your own page copy. The data backs it: ChatGPT traffic converts ~9x better than Google organic, stores with 300+ reviews get cited ~3x more, and AI referral traffic grew 752% year-over-year.

Generative engine optimization (GEO) is how your brand gets recommended inside AI tools like ChatGPT, Gemini, and Perplexity not ranked on a results page, but named in the answer. It's won through reviews, Reddit presence, editorial citations, and consistent brand authority across the web, and it matters now because AI tools already retrieve live sources to answer your buyers' questions.

SEO ranks your site, AEO gets your brand cited in AI answers like Google's AI Overviews, and GEO gets you recommended inside tools like ChatGPT and Perplexity. They're not competing bets they compound, and ecommerce brands in 2026 need all three working together.

Answer Engine Optimization (AEO) is how your brand gets cited in the answers AI tools like ChatGPT and Google's AI Overviews give buyers not just ranked in blue links. It's won through reviews, off-site mentions, and answer-first content, and it matters now because AI already shapes nearly half of all searches.