Independent AEO Audit

sandersplumbinghvac.com AI Visibility Report — 20% Score

A snapshot of how often major AI assistants mention sandersplumbinghvac.com when answering buyer questions, plus a breakdown of the entity signals that drive those mentions.

Last audited August 5, 2026 · Powered by Rank Monster
Overall AI Visibility
20%
Per-engine breakdown
Claude
0%
ChatGPT
0%
Gemini
0%
Perplexity
0%
Google AI Overview
0%
Grok
20%
Test Methodology

5 search queries tested across 6 AI engines (25 total queries) on August 5, 2026.

ClaudeChatGPTGeminiPerplexityGoogle AI OverviewGrok
Entity & Indexing Presence
The 8 highest-leverage AEO signals. Each measures whether sandersplumbinghvac.com is known to a platform LLMs train from or cite.
0/100
  • GoogleGoogle not checked
  • BingNot found on Bing
  • Brave SearchNot found on Brave Search
  • WikipediaNot found on Wikipedia
  • WikidataNot found on Wikidata
  • Wayback MachineWayback Machine not checked
  • IndexNowNot found on IndexNow
  • Google Knowledge GraphGoogle Knowledge Graph not checked
Tracked Competitors
Brands sandersplumbinghvac.com is benchmarked against in the Rank Monster dashboard.
Roto-Rooterhttps://rayluskplumbing.com/https://gopaschal.com/service-areas/little-rock-ar/
Tested Searches
5 prompts tested — 1 mentioned at least once.
best plumber in little rock arkansas
awareness·
GrokClaudeChatGPTPerplexityGemini
air conditioning service
awareness·
ChatGPTPerplexityGrokClaudeGemini
clogged drains
awareness·
ClaudeChatGPTGeminiPerplexityGrok
heat not working
awareness·
PerplexityGeminiClaudeGrokChatGPT
hvac service and repair
awareness·
PerplexityChatGPTClaudeGrokGemini
Proof of Citation
Grok

best plumber in little rock arkansas

**Top recommendations for plumbers in Little Rock, AR, based on reviews, awards, and local mentions (as of 2026 data):** - **Ray Lusk Plumbing** (most frequently highlighted as top-rated): Repeatedly voted “Best of Central Arkansas” by Arkansas...

Target Audience
Who sandersplumbinghvac.com serves — context for the search queries tested.
Company Size
midmarket
Decision Makers
homeowners in central arkansas

sandersplumbinghvac.com AI Visibility Analysis

Answer Engine Optimization (AEO) measures how often AI assistants cite your brand when answering real buyer questions. Unlike SEO, AEO isn't about ranking on a blue link — it's about being the answer.

A 20% score means, on average, sandersplumbinghvac.com was mentioned in 20 out of every 100 relevant AI responses we tested. The industry benchmark for a well-optimized brand is 60% and up. Most brands score below 20% on their first audit.

The entity-presence checks above drive most of this score. LLMs are trained on — and cite from — Wikipedia, Wikidata, Bing, Brave, and the Google Knowledge Graph at disproportionate rates. Missing from one of those? You're likely missing from the answer.

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