Intelligence feature
See who wins in AI conversations
Compare how AI platforms position your brand vs. competitors: platform, topic, sentiment, and mention frequency.
Head to head
See exactly where competitors are beating you
Rank yourself against every competitor across each AI engine. See which prompts and topics they’re winning.
Side-by-side competitor leaderboards
Rank yourself and every competitor by mention frequency, position, and share of voice. See who AI considers the top choice across every platform.
Watch competitive share shift
Track how each competitor’s visibility changes over time. See who’s gaining momentum and who’s losing ground.
Opportunity
Turn competitive gaps into content wins
Find the exact prompts where competitors are cited and you aren’t. Then reverse-engineer what’s earning them the mention.
Find where competitors dominate
Identify the exact prompts and topics where competitors are mentioned and you aren’t. These are your highest-priority content opportunities.
Reverse-engineer their wins
See which competitor pages AI cites. Use that to plan more AI-friendly content that earns more mentions than theirs.
Why it’s different
Why AI competitive analysis is different
AI competitor benchmarking measures how frequently, favorably, and prominently AI platforms mention your brand compared to competitors when users ask about your market category.
A few mentions, not 10 links
In Google you compete for 10 blue links. In an AI answer you compete for a handful of brand mentions inside one response. Everyone else is invisible.
Position has outsized impact
Being named 1st vs 3rd changes perception. The first brand in an AI response works like Google’s featured snippet. It gets disproportionate trust and attention.
Winner-takes-most
When a ChatGPT answer names three brands, only three brands get visibility. The competitive dynamics are fundamentally different from search.
What you benchmark
What you can benchmark
Six dimensions that turn raw AI answers into a competitive scoreboard.
| Benchmark Dimension | What Siftly Shows You | Strategic Insight |
|---|---|---|
| Mention Frequency | How often each competitor is mentioned per prompt category | Who dominates which topics |
| Mention Position | Average ranking when multiple brands appear in one response | Who AI considers the “top” recommendation |
| Platform Variance | Visibility by AI platform: ChatGPT vs Claude vs Perplexity vs Google AI Overviews | Where each competitor is strongest/weakest |
| Topic Coverage | Which prompt categories trigger each competitor | Reveal content gaps and topic opportunities |
| Sentiment Comparison | How positively each competitor is described | Identify reputation advantages and vulnerabilities |
| Citation Sources | Which competitor pages earn the most AI citations | Reverse-engineer their content strategy |
Playbook
How to use competitive intelligence
Turn the benchmark into moves. Find your real AI rivals, close the gaps, and track the shift.
Identify your true AI competitors
Your AI competitors may differ from your search competitors. A brand you’ve never heard of might dominate ChatGPT recommendations in your category. Siftly reveals who actually shows up.
Find the topic gaps
Look for prompt categories where competitors consistently appear and you don’t. These are the highest-priority content opportunities.
Reverse-engineer their wins
For each competitor advantage, Siftly shows which of their pages are being cited. Analyze those pages to understand what makes them AI-friendly.
Create superior alternatives
Use Siftly’s GEO Content tools to build content that’s more comprehensive, more current, and better structured than what competitors have.
Track the impact
Run experiments to measure whether your new content shifts competitive positioning. Monitor weekly to see gains compound over time.
How it works
Time to value, not time to configure
Go from competitors added to a full head-to-head baseline in days, not a weeks-long setup.
Day 1
Add competitors and topics
List your competitors and the prompt categories you care about. Siftly queues them for the next pipeline run across every supported AI platform.
Day 1
Get your competitive baseline
Once the run completes, see head-to-head rankings for you and every competitor: mention frequency, position, sentiment, and platform variance.
Week 2
Close the gap
Target the topics where competitors are winning. Publish GEO-optimized content and watch your competitive share climb in the next daily run.
Questions
FAQ
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