DOPING.AI

SAMPLE REPORT · nova-kola

ChatGPT recommended Fentimans, Boylan, and Moxie.Not nova-kola.

On the exact question a buyer would ask — "recommend a caffeinated soft drink that isn't Coke or Pepsi" — ChatGPT named five competitors and skipped nova-kola entirely. Perplexity and Grok repeated the same miss on lemonade and fruit-forward soda questions. Three assistants. Three buying moments. Zero mentions.

Get AI Visibility Pack — €99See what you get

nova-kola.com · PDF + ZIP of assets

The free audit shows you're missing. The Pack shows you where, to whom, and what to do about it.

FREE AUDIT · 6 probes · sampled assistants

Question asked:

"Recommend a caffeinated soft drink that isn't Coke or Pepsi"

Asked ChatGPT. Answer contained:

  1. 1. Moxie
  2. 2. Virgil's Cola
  3. 3. Q Spectacular Cola
  4. 4. Fentimans Curiosity Cola
  5. 5. Boylan Cane Cola
  6. ✗ nova-kola — not mentioned

What the free audit tells you:

"You're not on the shortlist."

AI VISIBILITY PACK · generated assets · existing report evidence

Same question. Asked ChatGPT, Claude, Gemini, Perplexity, and Grok.

Brand recommendation share from this report:

What the AI Visibility Pack tells you:

"Fentimans is winning this category at 6× your mention rate. Here's the technical asset pack to close that machine-readable coverage gap."

Generated card:

> Priority: Close the Fentimans advantage gap across 5 assistants

> Rationale: Lead competitor holds 12x the mention share in your category questions

> Action: Deploy the generated root and .well-known files from the technical asset pack

> Evidence: Free audit probe matrix shows zero organic mentions across sampled assistants

Three things the free audit cannot give you.

TURN MISSES INTO FILES

Existing report. Generated assets. Deployment path.

The report shows where assistants miss, distort, or skip your brand. The Visibility Pack turns those findings into assistant-readable files and implementation guidance you can ship.

TypeChatGPTClaudeGeminiPerplexityGrok
Recall✓✗✓✓✗
Category✗✗✓✗✗
Recommendation✗✗✗✗✗
Product✓✗✓✗✓
Accuracy✓✗✗✓✗
Comparison✗✓✗✗✓

GET FIX FILES, NOT A FIX LIST

Technical files — generated for your domain.

Most AI visibility reports hand you a list of things to do. We hand you the files themselves. Your engineer opens the zip, commits the contents, and the work is done.

assets/|-- llms.txt|-- llms-full.txt|-- index.md|-- schema.jsonld|-- robots.txt|-- .well-known/|   |-- api-catalog|   |-- mcp.json|   `-- agent-skills/|       `-- index.json`-- README.md

KNOW IF IT WORKED, WITHOUT GUESSING

Follow-up re-audit. Before and after, in one document.

AI assistants update their context over weeks. After you deploy the fixes, we re-run the full report and show you what moved, shifted, and corrected on your domain.

BEFORE

2 mentions / 12 probes

AFTER

8 mentions / 12 probes

What the shipped assets look like.

Asset preview

01
# nova-kola.com
02
> AI-facing summary for assistants, search agents, and answer engines.
03
04
[brand]
05
name: nova-kola
06
domain: nova-kola.com
07
summary: Independent beverage brand from Paris making kola, lemonades, spritzes, and juice-forward soft drinks.
08
category: premium cola, soft drinks, lemonades
09
10
[products]
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- nova-kola Original | classic kola | 25 mg caffeine / 100 ml
12
- nova-kola Super Zero | zero-sugar kola | 25 mg caffeine / 100 ml
13
- mixxmactch | kola-orange mix | 8% fruit content
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- Organic Kola | organic kola | arabica coffee-bean extract
15
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[priority-urls]
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- https://nova-kola.com/en
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- https://nova-kola.com/en/our-products/kola-original
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- https://nova-kola.com/en/our-products/kola-super-zero
20
- https://nova-kola.com/en/our-products/mixxmactch-kola-orange
21

FAQ

Answers before you buy.

Yes. The Visibility Pack is generated from an existing Doping.ai report, so run the free audit first.

The AI Visibility Pack is generated after checkout from your completed report.

You receive a PDF summary plus a zip file containing the generated fix assets.

That is still workable. The AI Visibility Pack focuses on how assistants interpret your site and category signals, not only traffic history.

Yes. If the report surfaces zero issues, we will refund the full purchase. In practice, current readiness checks nearly always surface fixable gaps.

The AI Visibility Pack is self-serve. Report & Implement adds human review plus a walkthrough for the rollout.

Covers ChatGPT, Claude, Gemini, Perplexity, and Grok. These were selected based on market share and diversity of retrieval approaches.

Not directly. The package is built for AI visibility, which overlaps with SEO signals in places but remains a separate retrieval surface.

AI Visibility Pack

Everything above,
one price

99 €

One-time purchase. Delivered within 24 hours.

  • Report-based assetsGenerated from evidence
  • Competitor displacementRecommendation gaps
  • llms.txt draftsShort and full files
  • Schema JSON-LDStructured data plan
  • Technical asset filesRoot and .well-known
  • Follow-up re-auditBefore / after check

Secure checkout

nova-kola.com