Monitor how your brand is represented by AI engines, verify facts, close content gaps, and stress-test your content against adversarial prompts.
AI engines don't just cite your content — they also summarize, paraphrase, and sometimes misrepresent your brand. Brand Protection helps you monitor how your brand shows up in AI responses, spot factual errors and vulnerabilities, and close content gaps before competitors exploit them.
Brand Protection combines two sources of truth:
By comparing what your content says against what AI engines are actually saying about you, Brand Protection surfaces misrepresentations, hallucinations, and coverage gaps you can fix.
Before running any analysis, you need to index your content.
| Mode | Pages crawled | Best for |
|---|---|---|
| Single | 1 page | Testing a specific URL |
| Top 20 | 20 highest-value pages | Fast first pass |
| Top 50 | 50 pages | Typical brand coverage |
| Top 100 | 100 pages | Larger sites |
| Full | Entire site | Comprehensive protection |
Vizzybl respects robots.txt, discovers URLs via your sitemap, scores pages by value, and samples across your site so the index reflects your whole content footprint — not just the homepage. PDFs are included.
Tip: Re-indexing is incremental. Vizzybl only re-embeds pages whose content hash has changed, so repeat scans are fast.
Once your site is indexed, the Overview tab shows your Brand Defense Score and four headline metrics:
| Metric | What it tracks |
|---|---|
| Content Indexed | How much of your site Vizzybl has embedded and can reason about |
| Fact Accuracy | How often AI engines represent your brand correctly vs. incorrectly |
| Security Alerts | Claims flagged as contradicted or hallucinated across recent monitoring runs |
| Red Team Score | How resilient your content is to adversarial prompts |
Each metric drills into its own tab for deeper analysis.
The Fact Check tab tells you which claims AI engines are making about your brand — and whether those claims are backed by your own content.
Vizzybl extracts factual claims from real AI responses captured by prompt monitoring, then classifies each one:
| Classification | Meaning | What to do |
|---|---|---|
| Verified | The claim matches your indexed content | Nothing — this is working as intended |
| Contradicted | The claim conflicts with what your site says | Investigate the source; update your content or flag for correction |
| Hallucinated | The claim has no basis in your indexed content | Publish a definitive page so future responses have something to cite |
| Unverified | Not enough indexed content to confirm or deny | Add coverage for this topic |
| Index required | The relevant page isn't indexed yet | Re-index the site or add the missing URL |
Focus on contradicted and hallucinated claims first — these are the most damaging to your brand.
The Gap Analysis tab runs parallel semantic searches across your indexed content and your competitors', revealing topics where they have coverage and you don't.
Pair this with Content rewriting to close the gaps the analysis surfaces.
The Simulate RAG tab shows exactly what an AI engine would pull from your site for a given query, then generates a simulated response with citation markers.
Use it to sanity-check:
The Red Team tab stress-tests your content against adversarial prompts across six threat categories — things like competitor comparisons, negative framing, sensitive questions, and prompt injection attempts.
There are two modes:
| Mode | What it does | Availability |
|---|---|---|
| Standard | Generates adversarial prompts and tests what your indexed content would surface for each | All plans |
| Live | Sends adversarial prompts to real AI engines (ChatGPT, Perplexity, Gemini) and analyzes their actual responses | Ultra / Enterprise |
Each assessment returns a Red Team Score, a per-category breakdown, and concrete recommendations for content you should add or strengthen.
The Internal Links tab finds semantically related pages within your own domain and suggests internal links with anchor text. Stronger internal linking helps AI crawlers discover related content and reinforces topical authority — which improves both retrieval and citation likelihood.
Most teams run Brand Protection in this order:
