Live on the Shopify App Store

Get your products recommended by ChatGPT and AI search.

Descriva probes ChatGPT, Perplexity, and Gemini to see how often your store gets recommended — then writes the entity-first copy, FAQ, spec lists, and JSON-LD schema AI shopping agents extract from. Google SEO included. Audit your store, score every page, and bulk-optimise up to 100 products.

Descriva · AI Visibility
AI Visibility score
72
across ChatGPT, Perplexity & Gemini — a probe, not attribution
Citation coverage68%
Share of model41%
Prompt presence55%
Absent buyer prompt
“best beginner snowboard for carving”
Gemini recommended a competitor — your store wasn't mentioned.

Who it's for

Shopify merchants who want to be found as shoppers move from Google to AI search — and who care that their product pages read like their brand, not a generic generator. Roughly 10–5,000 SKUs.

The problem

More shoppers ask ChatGPT and Perplexity for recommendations instead of searching Google. Those models answer from structured facts and schema — and most stores have neither, so they never get cited. You can't fix what you can't see.

How it works

  1. Step 1
    Audit your AI visibility

    See how often ChatGPT, Perplexity, and Gemini recommend you — and the buyer prompts you're missing from.

  2. Step 2
    Find the gaps

    A per-product AI-ready score and a store scoreboard point you straight at what to optimise.

  3. Step 3
    Generate what AI extracts from

    Entity-first descriptions, FAQ blocks, spec lists, and JSON-LD schema — plus Google SEO and a preview.

  4. Step 4
    Publish in one click

    Copy and SEO go to your products; schema and social meta install as theme app embeds you switch on.

  5. Step 5
    Set the plumbing once

    llms.txt, robots.txt for AI crawlers, Search Console, keyword tracking, and fast indexing for Google + Bing.

  6. Step 6
    Bulk-optimise up to 100

    Run jobs in the background on the Scale plan and check progress anytime.

Key features

AI Visibility audit

Probe ChatGPT, Perplexity, and Gemini to see how often your store is recommended — and which buyer prompts you're absent from, and who got cited instead.

Entity-first content (GEO)

Generate the descriptions, FAQ blocks, and spec lists AI shopping agents actually extract from — structured facts, not generic prose.

JSON-LD schema injection

Publish Product and FAQ schema to your storefront via a theme app embed — the structured data both AI and Google read.

SEO for Google and AI search

Titles, meta descriptions, URL handles, and tags tuned for the SERP and for how ChatGPT and Perplexity surface results.

AI-ready score

A per-product readiness score and a store-level AI Visibility scoreboard, so you always know what to fix next.

Search Console + keyword tracking

Connect Google Search Console for real query, CTR, and position data, and track keyword rank over time.

Fast indexing

Push new and updated URLs to Google (Indexing API) and Bing (IndexNow) in one click.

llms.txt, robots.txt & social meta

Choose which AI crawlers see your store, publish an llms.txt, and add Open Graph / Twitter cards — the set-once plumbing.

Why Descriva

Honest — a probe, not a guarantee

The audit shows how the AI engines actually answer buyer prompts today. We never dress up an estimate as attribution, and the app says so plainly.

Built for AI search, not just Google

Entity-first copy + JSON-LD schema is the format ChatGPT, Perplexity, and Gemini extract from. Most tools only chase the SERP.

The whole toolkit in one app

Audit, content, schema, indexing, Search Console, and keyword tracking — instead of stitching together five separate apps.

Review before you publish

Every optimization comes with a quality score and a Google preview. You approve. Nothing auto-publishes.

Pricing

Start free, billed through Shopify. Pro has a 7-day free trial.

Free
$0/mo
50 credits / mo

AI Visibility audit (sample of your top products) + a few optimizations to taste it.

Starter
$29/mo
or $290/yr — 2 months free
500 credits / mo

AI descriptions, SEO title & meta, URL handle, tags, tone & length control, whole-store AI Visibility audit.

Pro
$69/mo
or $690/yr — 2 months free
2,500 credits / mo
7-day free trial

+ GEO content (FAQ + specs + entity-first copy), JSON-LD schema in your theme, brand voice, image analysis (200/mo).

Scale
$99/mo
or $990/yr — 2 months free
6,000 credits / mo

+ bulk optimization (100 products, 3 jobs/day), image analysis (2,000/mo), AI alt text (2,000/mo).

FAQ

What is “AI visibility” and why does it matter?

Shoppers increasingly ask ChatGPT, Perplexity, and Gemini for product recommendations. If your store isn't structured the way those models extract information, you're invisible in their answers. Descriva measures where you stand and helps you fix it.

How does the audit work?

Descriva probes the AI engines with real buyer-style prompts and reports how often your store is cited — and which prompts you're absent from, with the brand that got cited instead. It's a probe of how the engines answer today, not exact attribution, and the app labels it that way.

What's “entity-first” content and JSON-LD schema?

AI shopping agents extract structured facts, not paragraphs. Descriva writes clear entity-first descriptions, FAQ blocks, and spec lists, and injects Product + FAQ JSON-LD schema into your storefront — the format both models and Google read.

Does it still do regular Google SEO?

Yes — SEO titles, meta descriptions, handles, and tags, plus Google Search Console data, keyword rank tracking, and one-click fast indexing for Google and Bing.

Will it edit my theme?

Schema and social-meta blocks install as theme app embeds you switch on yourself; copy and SEO publish to your products. You review everything before it goes live.

What does it cost?

Free (50 credits/mo) to taste it, then Starter $29, Pro $69 (7-day free trial), and Scale $99 — all billed through Shopify. Pay annually on any paid plan and get 2 months free.

Install Descriva

Available on the Shopify App Store. Start free; Pro starts with a 7-day free trial.

Open the App Store listing

Questions: hello@lunalink.ai