AI Visibility & SEO Report

Example Corp – https://www.example-corp.com

Feb 17, 2026 at 07:34 PM

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AI Visibility Score

72
/
C
AI Ready badge

AI systems can find your content but struggle to cite it accurately.

7 passing, 7 warnings, 2 failing (16 checks total)

Generative Engine Optimization (GEO) Summary

Example Corp scores 72 out of 100 for AI search readiness. AI systems can find and crawl the site, but content structure gaps reduce how often it gets cited in AI-generated answers. Technical foundations are strong, while structural and entity areas have room to improve. This analysis covered 17 of 18 available checks. Upgrade to the full report for the AI Brand Check, complete fix recommendations, and PDF export.

Lite Report Findings (Top Issue by Category)

Technical

78%
LLMs.txt
0% FAIL

No /llms.txt file found. AI models cannot discover your preferred content.

No /llms.txt file

Recommendation: Create a /llms.txt file so AI systems can understand your site at a glance. The specification is at llmstxt.org.

+ 2 more recommendations in full report

Suggested Fixes
llms.txt: Complete template (llmstxt.org spec)
# Example Corp

> Example Corp helps companies improve their visibility in AI-generated search results.

## Key Pages

- [Home](https://www.example-corp.com/)
- [About](https://www.example-corp.com/about)
- [Blog](https://www.example-corp.com/blog)

## Documentation

- [Getting Started](https://www.example-corp.com/docs/getting-started)
- [API Reference](https://www.example-corp.com/docs/api)

# Reference: https://llmstxt.org

Update the page URLs and description to match your actual site. Save this file at the root of your domain as /llms.txt.

Technical Details
llms_txt_present:
False (Whether a /llms.txt file was found)
llms_full_txt_present:
False (Whether a /llms-full.txt file was found)
4 more checks available in the full report
1 warning 3 pass

Structural

68%
Markdown Fidelity
40% FAIL

Markdown conversion issues: significant content lost or noise added; deep div nesting (9 levels).

Only 38% of content preserved max nesting: 9 levels

Recommendation: Your HTML has 9 levels of nested <div> tags. Reduce this to 5 or fewer. Deep nesting creates noise when AI systems convert your page to Markdown for processing.

+ 3 more recommendations in full report

Technical Details
markdown_length:
1820 (Character length of converted Markdown output)
source_text_length:
4750 (Character length of visible text in HTML source)
content_ratio:
0.38 (Markdown text / source text ratio; 1.0 = no content loss)
max_div_nesting:
9 (Deepest level of nested div tags in HTML)
source_has_headings:
True (Whether the HTML contains heading tags)
md_heading_count:
3 (Number of # heading markers in Markdown output)
source_has_lists:
True (Whether the HTML contains list elements)
md_list_markers:
1 (Number of list markers in Markdown output)
source_has_tables:
True (Whether the HTML contains data tables)
md_table_pipes:
0 (Number of table pipe rows in Markdown output)
4 more checks available in the full report
3 warning 1 pass

Entity

65%
AI Brand Check
54% WARNING

5 of 8 AI providers recognize 'Example Corp'. Some providers lack information about this brand.

5 of 8 AI providers recognize this brand

Recommendation: Not all AI systems recognize your brand. Build your presence on Wikipedia, Wikidata, and Crunchbase. AI models learn from these sources during training, so having profiles there increases the chance they know who you are.

+ 2 more recommendations in full report

Technical Details
brand_name:
Example Corp (Brand name queried across AI providers)
providers_queried:
8 (Number of AI providers asked about the brand)
providers_responded:
8 (Providers that returned a valid response)
providers_recognized:
5 (Providers that recognized the brand)
recognition_rate:
0.625 (Fraction of responding providers that know the brand)
consistency_score:
0.833 (Agreement level across provider descriptions)
richness_score:
0.6 (Average detail level in provider descriptions)
AI Provider Responses
ChatGPT (gpt-4o-mini) Recognized
Example Corp is a B2B SaaS company founded in 2015 that provides marketing analytics tools for mid-size businesses. Their flagship product is a dashboard that integrates with major advertising platforms to provide unified campaign reporting.
Industry: Yes Founded: 2015 Products: Yes Detail: Rich
Claude (claude-sonnet-4-5-20250929) Recognized
Example Corp is a marketing technology company that offers analytics and reporting solutions for small and medium businesses. Founded in 2015, the company is known for its data integration platform that connects multiple advertising channels into a single dashboard.
Industry: Yes Founded: 2015 Products: Yes Detail: Rich
Gemini (gemini-2.0-flash) Recognized
Example Corp is a software company specializing in marketing analytics and data-driven advertising solutions. Founded in 2015, the company serves businesses looking to consolidate their advertising data from multiple platforms into actionable insights.
Industry: Yes Founded: 2015 Products: Yes Detail: Rich
Perplexity (perplexity/sonar) Recognized
Example Corp is a marketing technology company founded in 2015 that provides analytics software for advertising teams. The platform integrates with Google Ads, Meta Ads, and LinkedIn Campaign Manager to provide unified reporting dashboards.
Industry: Yes Founded: 2015 Products: Yes Detail: Rich
Mistral (mistral-small-latest) Recognized
Example Corp is a technology company that provides marketing and analytics software solutions. The company helps businesses track and optimize their digital advertising campaigns across multiple channels.
Industry: Yes Products: Yes Detail: Rich
DeepSeek (deepseek-chat) Not recognized
I don't have specific information about a company called Example Corp. It does not appear in my training data as a widely recognized brand.
Qwen (qwen-turbo) Not recognized
I'm not familiar with a company called Example Corp. I don't have reliable information about this brand.
Solar (solar-mini) Not recognized
I don't have information about this brand. Example Corp does not appear to be a widely recognized company in my available data.
1 more check available in the full report
1 pass

SEO Health Check

74/100

Search Engine Optimization (SEO) Summary

The supplementary SEO health check scores 74 out of 100. Meta tags and social sharing are solid, while image optimization and page speed have room to improve. The full report includes detailed fix recommendations and PDF export.

SEO

74%
Page Speed Signals
55% WARNING

Transfer size is 2.1 MB. Text compression not detected. TTFB is 380ms.

0KB HTML No compression

Recommendation: Enable gzip or brotli compression for HTML, CSS, and JS files. This can reduce transfer size by 60-80%.

+ 1 more recommendation in full report

Technical Details
transfer_size_bytes:
2200000 (Total page transfer size in bytes)
ttfb_ms:
380 (Time to first byte in milliseconds)
text_compression:
False (Whether gzip or brotli compression is enabled)
cache_control_present:
False (Whether Cache-Control headers are set)
3 more checks available in the full report
1 warning 2 pass