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VendaHawk

No client case studies are published yet.

VendaHawk started in 2026. No client case studies or sample audits are published yet. When we publish them, they will appear here with the date and what was checked. Until then, this page carries our proof policy rather than results we cannot back up.

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What we will and will not publish

We publish

  • Sample audits of public listings, each dated and labelled as an independent example, stating exactly what was checked and what the evidence was.
  • Platform-native numbers with a date range: Seller Central sessions and unit session percentage, Seller Hub views and orders, Seller Center Listing Quality, Search Console, GA4, Merchant Center AI performance where the account qualifies.
  • Prompt panel results with the sampling date and engine, reported as share of a fixed panel, never as a rank.
  • Before and after implementation evidence (the change, the date, the number that moved), only with the client's written consent.

We never publish

  • Fabricated results, invented percentages or screenshots without a date.
  • Testimonials we did not receive in writing from a named person.
  • Fake rankings, fake AI screenshots or invented recommendations.
  • Logos of companies we have not worked with, or any suggestion of an official relationship with Amazon, eBay, Walmart, Shopify, OpenAI, Google, Microsoft, Perplexity or Anthropic.

Labelled sample audits

The homepage and platform pages show the shape of a snapshot with an invented example. As we publish sample audits of real public listings, they will appear here with the audit date and the checks performed. They are independent examples, not client relationships.

No sample audits published yet

When a sample audit of a public listing is published it appears here with the audit date, the platform, the checks performed and the evidence. The card on the right shows the problem a sample audit explains, with invented brands.

Request one for your own listing

A shopper asks AI

Insulated 32 oz steel bottle

Sample snapshot

Best insulated 32 oz water bottle that keeps ice all day?

Gemini answer

Three bottles come up most often:

  1. Tidecrest Steel 32

    Size, steel grade and ice time written in text

    Named

  2. Alpinwell Trail Bottle

    Clear spec table on the product page

    Named

  3. Northvale Summit 32

    Cited in two buying guides

    Named

Your bottle

example-store.com

Not in the answer

Why yours was left out

  • Search crawlers blocked. AI search crawlers are blocked from the product pages, so they cannot read them.
  • No capacity or material in structured fields. '32 oz' and 'stainless steel' appear only inside a banner image, not in text.
Brands are invented. The free snapshot finds reasons like these on your own listing. Checked by a person within 2 business days.

What a case study will include

When the first client consents in writing, the case study will follow this structure and nothing less.

  1. The client, the platforms and the plan, with their consent on record

  2. The baseline: the numbers and prompt panel on day 1, with dates

  3. The changes we shipped, in order, with publication dates

  4. The numbers after 90 days from the platform's own reports, and what we think caused what

  5. What did not work, and what we changed because of it

Proof starts with your own listing

The free snapshot is evidence about your products, dated and written by a person.

Book a meetingGet a free listing snapshot
  • 15 minutes with a founder, on Google Meet or Zoom
  • Public pages only. No passwords, ever. Privacy