Overview

How FlowPilot is perceived across AI answer engines — measured over the last 30 days on 24 tracked questions.

Your biggest AI search opportunity

You are effectively invisible on 3 high-value questions where Zapier and Make are repeatedly recommended, and where G2 and Capterra supply most of the cited evidence.

View opportunities Why am I losing?

AI Visibility

42.3%8.4%

vs previous 30-day period

Share of Voice

14%2.1%

vs previous 30-day period

Citation Rate

23.8%3.2%

vs previous 30-day period

Recommendation Rate

17.1%1.4%

vs previous 30-day period

Questions Tracked

24 0%

vs previous 30-day period

Competitors Tracked

5 0%

vs previous 30-day period

Are we improving?

AI Visibility across all providers, last 30 days

Who is beating us?

AI share of voice across tracked answers

Zapier31%
Make19%
Monday.com16%
FlowPilot14%
Workato9%
n8n6%
Others5%

Competitor diagnosis

What should we do next?

Prioritized by impact × confidence ÷ effort

Fix robots restrictions on /resources/*Medium impact
23 pages returning crawler-blocked status in the last crawl.
Affected questions: 6 · Priority score 5.6
Review
Add direct answers to the top of 6 category guidesMedium impact
Answer Coverage component scores 41% on these pages vs 78% for cited competitor pages.
Affected questions: 14 · Priority score 3.1
Review
Create a FlowPilot vs Zapier comparison pageHigh impact
Zapier is cited in 22 answers across 9 comparison questions; you appear in 0.
Affected questions: 17 · Priority score 1.8
Review

Did our actions work?

Change tracking and running experiments

Aug 1913%
Updated /guides/workflow-automation
18% → 31% visibility
Aug 125%
Published /use-cases/revops
9% → 14% visibility
Aug 041%
Fixed canonical tags on /compare/*
21% → 22% visibility

Running experiment

Direct answers on comparison pages

Baseline 22% → current 31% · 10 questions