Thunderdome B2B SaaS AI Visibility Index

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Brand report · September 2026

Service Autopilot Service Autopilot: AI Visibility Report

serviceautopilot.com ↗

When buyers ask ChatGPT, Claude, and Gemini about landscaping & lawn care, Service Autopilot ranks #2 of 15, a Visibility Score of 44 in Landscaping & Lawn Care (and appears in 4 categories of the index).

These rankings are measured from what the three models know from training, not a live web search. The live-web grounded surface is rolling out across the index. Methodology.

How AI sees Service Autopilot

Strong in lawns, thin everywhere else, owns nothing.

Where it wins. Landscaping & Lawn Care is a real foothold: 57% mention rate and rank 2 of 15 put Service Autopilot near the top of AI recommendations in that category. That single vertical carries the entire index score.

Where it loses. Pest Control sits at rank 9 with an 11% mention rate and zero presence in five of the key prompt themes, while Commercial Cleaning barely registers at rank 14 with no first-pick conversions at all, meaning the breadth across three categories produces thin returns outside the lawn care core.

AI-generated analysis of the September 2026 measurements.

Landscaping & Lawn Care · #2 of 15

44 / 100 flat vs last month
57%
mention rate (72 answers)
3
avg. position
1%
first pick
11%
share of voice
46.8Aug 2026Aug 2026: 46.843.9Sep 2026Sep 2026: 43.9
ChatGPT
45
Claude
45
Gemini
42

How the models portray Service Autopilot

Being named is not the same as being recommended. Each mention is graded endorsed (a strong pick), listed (a neutral option), or caveated (named with a reservation).

51% 22% 27%
endorsed · 95% band 36–66% listed caveated graded across 41 mentions in Landscaping & Lawn Care answers
Prompt themes Service Autopilot would want to own

Share of each theme's answers that mention Service Autopilot. Hover a row for the exact prompt. Compare shapes on the head-to-head page.

Use-case fit
9/9 · #1×1

Gaps Enterprise pick

Most co-mentioned competitors

Share of Service Autopilot's mentions where the AI models name this brand in the same answer. That is the real competitive set in the AI channel.

Jobber
100%
LMN
63%
Housecall Pro
46%
Aspire
44%
Yardbook
39%
SingleOps
15%

Head-to-head: Service Autopilot vs Jobber

Scores are measured from real AI answers, refreshed monthly. Methodology.

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