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Agentic Catalog Readiness Audit™

pontebellastore.com

Find out if AI agents can understand your catalog.

Audited October 15, 2026 · pontebellastore.com

Your catalog's readiness score, and the gaps behind it.

Agentic Catalog Readiness Score™

Measures how ready your product catalog is for AI agents and machine-driven commerce.

TODAY · MEASURED
50
→
+43 lift
WITH NSOLVIA · PROJECTED
93
Score breakdown · 3 dimensions
Structural23 → 23 / 30
Semantic7 → 40 / 40
Discoverability20 → 30 / 30

Once published, the structured product record carries the attributes, intent and taxonomy the current record is missing.

Before · what your catalog hands over
Category
Shapewear
Product type
Shapewear
Description
503 chars
Ingredients
silicone, postpartum
Intent signals
✗ 0
Use cases
6
Synonyms
✗ 0
GTIN
✗ Missing
Images
3
After · enriched by NSOLVIA
Category
✓ Apparel › Apparel Shapewear
Product type
✓ Shapewear
Ingredients
siliconevitamin e
Functional attributes
Sku 30120Sizes 30(XS), 32(S), 34(M), 36(L), 38(XL)Glute Cut Lift And RoundClosure Type Side ZipperSilicone Bands YesBra Compatibility Wear Your Own BraCompression Level FirmMoisturizing Effect Active Up To 25 WashesFit Or Support Level firm
Functional intent
2 intent signals
Use cases
3 use cases
Search synonyms
+5 search synonyms
Sizes
30(XS)32(S)34(M)36(L)38(XL)
Colors
Cocoa
Variants
✓ 5
Images
✓ 3
GTIN
⚠ Still missing — add it
Machine readability · can AI agents find & read your catalog?
✓ Structured data (JSON-LD)✓ Schema 5/5✓ Open Graph✓ Canonical URL✓ Meta description✓ Sitemap✓ llms.txt✓ robots.txt
✓ AI storefront file: customized✓ Agent checkout endpoint: live
✓ AI crawlers are allowed to read your site.
NSOLVIA's structured feed delivers enriched, machine-readable product data to AI agents — regardless of the gaps above.
Agent View

What ChatGPT sees today

What ChatGPT sees today
Title
Colombian Short Bodysuit Shaper, Side Zipper, Open Bust, Latex-Free
Price (discovery)
USD 109.99 · US market
Description
Everyday shaping with a smoother way in. This short bodysuit brings the same firm PowerNet compression as our post-surgery family, but with a side zipper…
Variants
5
Materials
not provided
Use cases
not provided
Intent signals
not provided
With NSOLVIA
PonteBella Colombian Short Bodysuit Shaper with Side Zipper
Title
PonteBella Colombian Short Bodysuit Shaper with Side Zipper
Price (your store)
USD 109.99 · US market
Description
Experience everyday shaping with the PonteBella Colombian Short Bodysuit Shaper. This innovative bodysuit offers firm powernet compression, similar to our…
Variants
5
Colors
1
Materials
PowernetLycraNylonSpandex BlendSpandex
Functional intent
2
Use cases
3
Purchase signals
Latex Free
Taxonomy
Google taxonomy ID: 1578

Left column: live response from your store's public agent endpoint at the time of this audit.

Each price is shown in the currency its own source reports. The agent endpoint price is a discovery price — what an agent reads when it looks your product up, not the final word. Your checkout is the authority on what a customer pays.

Free audits classify from a single product in one automated pass. Full ingestion refines categories over 1–2 rounds — including merchant confirmation.

The AI Shopping Shift

AI is changing how customers find products.

58% of consumers have already replaced traditional search engines with generative AI as their go-to for product recommendations.

Capgemini Research Institute — survey of 12,000 consumers, Jan 2025

Gartner predicts traditional search volume drops 25% by 2026 as AI chatbots and agents take over discovery.

Gartner, Feb 2024

During the last holiday season, AI-driven referral traffic to US retail sites grew 693% year over year — converting 31% better than non-AI traffic.

Adobe Digital Insights, Jan 2026

An AI agent doesn't browse your store the way a shopper does — it reads your product data and decides in seconds whether your product is worth showing.

Audience

Who this product is for

3 use contexts mapped for this product.

Buyer Intent

What your customers are looking for

  1. 01Latex Free

2 intent signals mapped for this product.

The Difference

With vs without structured data

Current product record
Structured product record — projected
Attributes and intent absent from the record
Attributes and intent present in the record
Empty or generic Google category
Precise, verifiable Google taxonomy
AI guesses what your product is
AI reads exactly what your product is
Resolved, Not Guessed

Resolved, not guessed

Others estimate buyer intent with AI models. NSOLVIA resolves the category deterministically; usage contexts and benefits are proposed by a model and kept only when the product copy supports them — curated vocabulary, real Google taxonomy, verifiable and auditable.

Google taxonomy ID: 1578— verifiable
  • firm Compression Level — above the typical range for this category.
One Catalog

One catalog, three channels

AI Agents

ChatGPT, Gemini, Perplexity and agentic shopping.

Google / Merchant Center

Shopping, Free Listings and feeds.

Your Own Store

Search, filters and on-site discovery.

The same structured catalog powers all three.

Critical Gaps · 1

What's blocking discoverability

01

Missing GTIN/UPC identifiers

Analysis

Reading of your catalog

Original Catalog Score: 50/100 Agentic Catalog Readiness Score™: 93/100 NSOLVIA Lift: +43 points

Structural: 23 → 23 (max 30) Semantic: 7 → 40 (max 40) Discoverability: 20 → 30 (max 30) NSOLVIA added the most value in the semantic dimension by enriching product details and usage contexts.

These are the gaps in your catalog today: your products have no standard identifiers (GTIN/UPC/EAN) — reducing compatibility and confidence matching on Google Shopping and Meta Catalog

Today your product has no defined functional benefits. NSOLVIA maps waist shaping and skin moisturizing benefits. NSOLVIA structures your size variants (30(XS), 32(S), 34(M), 36(L), 38(XL)) and maps your color variant (Cocoa) as structured data. Your product is classified as shapewear.

NSOLVIA turns what your page states into explicit fields other systems can query: the semantic dimension accounts for +33 of the +43 total, discoverability for +10. Your absolute score is bounded by elements only you can supply: standard product identifiers (GTIN/UPC/EAN). NSOLVIA cannot invent data that doesn't exist in your catalog. With those base elements in place, the same enrichment has more to work with.

With this record in place, systems that filter on these fields can now read the product's category, attributes, and usage contexts. Whether that changes visibility has to be measured after the record is in place.

Next Step

Connect your catalog.

A feed ready for Google, Meta and AI agents in minutes.

Free audits classify from a single product in one automated pass. Full ingestion refines categories over 1–2 rounds — including merchant confirmation.

This free report is provided for informational purposes and reflects your catalog at the time of the audit.