AI competitor monitoring across 8 engines
Track up to 10 competitors per brand across ChatGPT, Claude, Gemini, Perplexity, and 4 more AI engines. WriteWorks measures brand and competitor sentiment, per-engine share of voice, and citation history, showing which competitor wins which prompt, on which engine.
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Trusted by teams winning AI search
Why competitor visibility stays opaque
The data gaps stopping teams from seeing AI citation share and sentiment.
You can't see how engines describe you vs them
Aggregate monitoring tells you 'they're getting mentioned'. It doesn't tell you whether the AI describes them in a warmer tone than you, which prompt they win, which engine cites them, or what content earned the citation.
Engine-by-engine variance is invisible
ChatGPT might cite you while Perplexity cites a competitor for the same query, and each engine sets its own tone. Without per-engine share of voice and sentiment, the divergence stays hidden.
Citation flips happen silently
A competitor adds a new page, Google AI Overviews picks it up, and your citation drops. Without continuous monitoring, you find out weeks later.
How to monitor AI competitors
Brand and competitor sentiment, per-engine share of voice, time-series history, cited-page evidence.
Brand + competitor sentiment
WriteWorks measures the tone of every answer, for your brand and each tracked competitor, on every engine. See where an engine describes a rival more favourably and engineer the content that resets the narrative.
Track up to 10 competitors
Configure the competitor set per brand workspace. WriteWorks tracks each competitor's citations, share of voice, and sentiment with the same fidelity as your own brand, across all 8 AI engines.
Per-engine, per-prompt share of voice
See exactly which competitor wins which prompt on which engine. Time-series view so you can spot when a citation flips.
Cited-page evidence per competitor
Pull the exact URL a competitor was cited from. Read it. Then re-engineer your equivalent through the editor with the three lenses.
How teams are winning AI search
From invisibility to category dominance across every major answer engine.
“We retired three legacy tools and rebuilt our motion around WriteWorks. We can finally see our share of voice on the engines our buyers ask, and prove the lift on every run.”
Core capabilities
Everything you need to benchmark AI search performance.
Brand + competitor sentiment
Tone of every answer, for you and each rival, per engine.
Configurable competitor set
Up to 10 competitors per brand on Business.
Per-engine SoV breakdown
Share of voice by engine, by prompt.
Time-series competitor SoV
Daily share-of-voice diff per engine.
Citation history per competitor
Same fidelity as your own brand.
Cited-page evidence
URL and answer-text context per cited competitor page.
What changes with per-prompt SoV
Measured savings on competitor analysis.
What's included
Every competitor monitoring capability.
Built for closed-loop teams
PMM, growth, and SEO running competitive AI search visibility.
Product marketers
Intervene before a competitor narrative compounds across AI engines.
Growth leaders
Benchmark SoV across the competitor set and prove channel impact.
AEO / AI-visibility specialists
Per-prompt competitor data and sentiment anchored to live citation telemetry.
“We closed the share-of-voice gap across every major engine. Our content team now ships citation-ready by default, and we have the proof to show it.”
Read the full storyFrequently asked questions
Everything teams typically ask before getting started.
How many competitors can I track?+
Do you measure sentiment for competitors too?+
How is share of voice calculated?+
Can I see why a competitor wins a prompt?+
Keep exploring
Related solutions, adjacent use cases, and platform features.
AI competitor monitoring across 8 engines
Track up to 10 competitors per brand. Brand and competitor sentiment, per-engine share of voice, citation history, and the content that flips the answer.