GeoScript for Ecommerce
Ecommerce brands that want to understand how AI engines recommend their products, categories, and brand when shoppers ask buying questions.
Private beta — available now
GeoScript is in private beta. Ecommerce brands can access GeoScript directly or through an agency partner. Direct access: $299/month per active client seat.
Who this is for
Ecommerce brands — direct-to-consumer, specialty retail, and category-defining online stores — whose customers ask AI engines things like "what's the best [product type] for [use case]" or "which brand should I buy for [need]." As AI assistants increasingly influence purchase decisions at the discovery phase, ecommerce brands that appear confidently and accurately in those responses gain a significant early-funnel advantage. GeoScript monitors how AI engines currently represent your brand and identifies structural gaps in your site's content that reduce your chances of appearing.
The problem
Ecommerce brands invest heavily in search ads, SEO, and content marketing — and most of those investments assume the customer is searching on Google. But AI assistants are now fielding product recommendation questions directly, and the signals they use to evaluate and recommend brands are different from traditional search ranking factors. An ecommerce brand with strong SEO and well-optimized product pages may still be absent from AI engine responses if their site lacks the specific structured information — FAQ blocks, clear product category descriptions, concise brand positioning — that AI engines parse most effectively.
How GeoScript fits your workflow
Each capability listed here is in private beta or active development — grounded in GeoScript's real implementation, not a roadmap.
Run buying-intent prompts across ChatGPT, Claude, and Perplexity — "what's the best [category] for [use case]" — to see whether and how your brand appears in AI purchasing recommendations.
GeoScript's prompt universe includes comparison and category-level queries alongside service discovery and reputation prompts — the query types most relevant to ecommerce purchase intent.
Crawl and snapshot your site — homepage, category pages, key product pages — to build a structural picture of what your content currently communicates to AI engines.
Extract typed content blocks, FAQ sections, schema markup, and meta descriptions from your pages — identifying where structured information is present and where it is absent.
Receive deterministic recommendations for structural gaps — missing FAQ blocks, thin content, missing meta descriptions, missing structured data — grounded in what the crawler found.
Review and deploy approved structural changes through a risk-gated pipeline with rollback — so optimization interventions are applied carefully, not experimentally.
After a content or structural update, compare before-and-after AI observations within a bounded time window to see whether your brand's visibility changed.
Generate immutable period reports covering visibility observations, deployments, and measured outcomes — shareable with leadership or external partners via stable-token URL.
What GeoScript does not do for you
Clear limitations documented explicitly — not buried in footnotes.
GeoScript does not integrate with ecommerce platforms (Shopify, WooCommerce, Magento) — it is a standalone AI visibility platform, not a CMS plugin.
GeoScript does not monitor product listings, shopping feeds, or paid placement in AI Shopping experiences — only organic AI text responses.
GeoScript does not guarantee that your brand will appear in AI purchasing recommendations — it addresses observable structural gaps; engine behavior is outside GeoScript's control.
GeoScript currently monitors 3 of 6 planned AI engines (ChatGPT, Claude, Perplexity) — Gemini, Google AI Overview, and Microsoft Copilot are in development.
GeoScript does not generate product descriptions, category copy, or marketing content — the Optimization Engine proposes structural and schema changes.
GeoScript does not track conversion attribution from AI engine referrals — it monitors AI engine responses, not downstream user behavior.
GeoScript does not monitor competitor product listings or pricing — competitor intelligence is a planned future capability that is not yet built.
Page last updated: 2026-09-15. Status reflects private beta reality — see feature pages for capability-level detail.
GeoScript is in private beta
Access GeoScript directly or through an agency partner. $299/month per active client seat.
Other audiences
GeoScript for Agencies
Find businesses with AI visibility gaps, build evidence-backed proposals, activate client seats, and deliver measurable AI optimization — all inside one platform.
GeoScript for Freelancers & Consultants
Solo practitioners and small consultancies can use GeoScript to offer AI visibility optimization as a structured, evidence-backed service to their clients.
GeoScript for In-House Marketing Teams
Marketing teams managing their own brand's AI visibility — not reselling to clients — can use GeoScript to monitor, optimize, and measure how their company appears in AI engine responses.