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AI Search Insights

Understand how AI is talking about your brand.

Track your visibility across the top AI engines: where and how you're mentioned, the prompts that surface you, and the citations and sentiment behind each answer.

14-day free trial · No credit card · Daily prompt runs

ChatGPT ChatGPT
Gemini Gemini
Google AI Mode Google AI Mode
Azure Azure
Perplexity Perplexity
Grok Grok
Anthropic Anthropic
Deepseek Deepseek

Trusted by leading GTM teams of all sizes

Pavilion
Spotio
Accounting Solutions
Collective
Joy
Textline
Jordan Digital Marketing
Pavilion
Spotio
Accounting Solutions
Collective
Joy
Textline
Jordan Digital Marketing
VISIBILITY SCORE ↑ 8.4%

43.8%

Share of voice

Track Your Presence

See how often your brand appears in AI answers and across which engines.

SENTIMENT
Positive 68%
Neutral 24%
Negative 8%

Analyze AI Responses

Understand what AI is saying about your brand and the topics you own.

CITATIONS
reddit.com
reddit.com 1,240 mentions
linkedin.com
linkedin.com 1,577 mentions
g2.com
g2.com 988 mentions

Uncover Citations

Find out which websites and sources drive AI answers about you.

ACTIONS
Publish

3 prompts uncovered

Optimize

5 pages need updates

Track

2 new competitors

Take Action

Get specific recommendations to improve your ranking and exposure.

Capabilities

Understand and control your AI presence.

Complete visibility into how AI talks about your brand, from the prompts you appear in to the citations that put you there.

01 / VISIBILITY SCORES

Measure how often you appear in AI answers.

A daily visibility score and share of voice across every tracked engine and prompt — so you always know where you stand and how it's changing.

  • Visibility score per engine
  • Share-of-voice vs. competitors
  • Daily prompt runs
  • Per-prompt drilldowns
Visibility
D W M
100%80%60%40%20%0%
Mar 22Mar 23Mar 24Mar 25Mar 26
Displaying data for the past month
Rankings · Top brands across LLMs for your prompts
Show All
# Brand Visibility Pos SOV Sentiment
1
L Lumen IQ
39% 1 6.29% 82
2
V Verdant Signals
38% 2 6.16% 76
3
H Helio Reach
32% 3 5.25% 64
4
C Cobalt Insight
30% 4 4.83% 71
5
A Auralis Demand
24% 5 3.85% 58
6
M Marlow & Co.
20% 6 3.16% 49
7
N Northwind Pulse
20% 7 3.19% 67
8
K Kestrel Labs
16% 8 2.58% 43
02 / MEASURING SENTIMENT

Analyze how AI describes your brand.

Sona monitors AI-generated responses and scores your brand's sentiment across engines, giving you an honest read on how your brand is perceived and where to focus.

  • Sentiment score (0–100)
  • Sentiment broken down by engine
  • Auto-extracted topic clusters
03 / CITATION AUTHORITY

Spot the citations driving your AI visibility. Fix your GEO strategy.

Not all sources are cited equally. Sona identifies which sources are being retrieved and cited across your prompts, classifies them by type, and shows you exactly where to invest your PR and content efforts.

  • Retrieval and citation rate
  • Source type breakdown (Editorial, Corporate, UGC, and more)
  • Per-prompt source attribution
  • Domain and URL-level analysis
Citation Rate
100%80%60%40%20%0%
Apr 14Apr 21Apr 28May 5May 12May 19May 26
Displaying data for the past month
Rankings
# Brand Visibility Position SOV Sentiment
1
Q
Quantum Insights
39% 1 28% 85
2
N
Nexus Analytics
38% 2 26% 82
3
H
Horizon Data
32% 3 21% 78
4
P
Pulse Intelligence
30% 4 18% 76
5
C
Catalyst Marketing
24% 5 14% 72
6
V
Velocity Search
20% 6 11% 69
7
S
Summit Revenue
20% 7 10% 68
8
L
LinkFlow Pro
16% 8 8% 65
04 / COMPETITIVE BENCHMARKING

Every competitor, ranked on every prompt. Watch the ones that matter.

Sona ranks every competitor brand against you on every prompt you track, so you can see at a glance where you lead and where you're slipping. Add your most important competitors to your Watchlist to keep them in focus, and get the insights to overtake them.

  • Rank every competitor on visibility, position, share of voice and sentiment
  • Add key competitors to your Watchlist and keep the ones that matter most in focus
  • Find the exact prompts where competitors are beating you
  • Get alerted when a Watched competitor moves up or down
05 / SITE PAGES

Own your AI search presence, page by page.

AI search doesn't index your site — it cites specific pages. Find out which ones are working, which are invisible, and exactly what to fix.

  • Suggested topics & keywords per page
  • Google search volume and organic position
  • AI prompts likely to surface each page
  • Gap analysis showing missed opportunities
Site Pages Analysis
Track AI visibility for each page on your site
Select Page
Marketing Attribution Software
/marketing-attribution
AI Search Insights
/ai-search-insights
LinkedIn Ads Attribution
/linkedin-ads-attribution
Search Volume
12,400
Organic Position
#1
Suggested Prompts
8
Gap Prompts
3
Topics & Keywords
AI visibility trackingChatGPT SEOAI answer engines
Suggested Prompts
AI prompts likely to surface this page
What is the best marketing attribution software for B2B?
How do I track attribution across multiple channels?
Compare marketing attribution tools
Gap Prompts
3
Where this page should appear but does not
How to measure LinkedIn ad ROI
Best B2B marketing analytics platforms
Attribution models for enterprise
Coverage

Insights from every major consumer Answer Engine.

Our technology captures responses from both the consumer experience and API outputs.

ChatGPT
ChatGPT
Gemini
Gemini
Google AI Mode
Google AI Mode
Azure
Azure
Perplexity
Perplexity
Grok
Grok
Anthropic
Anthropic
DeepSeek
DeepSeek
Security

The AI visibility you need, on security you can count on.

AI is moving fast, and staying in control matters more than ever. Sona is built around your security, privacy, and access needs, so you always know exactly how your data is handled.

Role-based access control

Fine-grained role-based permissions. Assign roles, define access levels, and protect sensitive data with ease.

Single sign-on (SSO)

Streamline access with SSO using SAML or OIDC, enhancing security and simplifying user authentication.

Encrypted by default

Every connection is encrypted with industry-standard TLS 1.2+, and any request over an unencrypted channel is automatically redirected to HTTPS.

Resilient, segregated data

Each customer's data is isolated and stored with cross-region replication engineered for eleven 9's (99.999999999%) of durability.

Frequently asked questions

Common questions

Everything you need to know about AI crawlability and how Sona helps you stay visible to AI agents.

What models are you querying?

Sona queries 10+ leading AI engines including ChatGPT, Perplexity, Claude, Gemini, Copilot, Grok, Meta AI, DeepSeek, Google AI Overview, and Amazon Rufus. We run prompts directly against the consumer-facing experience — not API outputs — so you see exactly what real users see.

What can I track?

You can track brand visibility (how often your brand appears in AI answers), sentiment, citation sources, competitor benchmarks, and visibility trends over time. You can slice any metric by region, language, platform, prompt topic, and more.

How does prompting work?

You define a set of prompts that represent how your target buyers search for solutions — e.g. "best CRM for startups". Sona runs those prompts across all tracked engines on a daily cadence and records every aspect of the response: whether you appeared, where, in what context, and with what sentiment.

Do AI responses come from web search?

Some engines blend retrieval-augmented generation (RAG) with web search, while others rely primarily on training data. Sona captures the response at the consumer layer regardless of the underlying mechanism, and also surfaces the citations each engine uses so you can see exactly which sources influenced the answer.

Can I export my insights?

Yes. Every report, chart, and data cut in Sona is exportable as CSV or PDF. You can also connect Sona to your BI tooling via our API to push visibility data directly into your existing dashboards.

How many prompts can I track?

Prompt limits depend on your plan. Starter plans include up to 50 tracked prompts per month, Growth plans up to 250, and Enterprise plans are unlimited. You can always add more prompt packs. Reach out to our team if you're not sure how many you need.

How can I improve my brand's AI visibility?

Sona's Agent Analytics tab highlights exactly which pages are being crawled and cited, which prompts you're missing from, and what your competitors are doing differently. From there, the most common levers are improving structured content, earning citations from high-authority sources, and ensuring your site is crawlable by AI agents.

What regions can I track?

Sona supports 150+ regions and 30+ languages. You can run the same prompt set across multiple geographies simultaneously and compare visibility scores side by side — useful for global brands that need to understand where they lead and where they lag.

Customer stories

Trusted by top performers

Textline

"The Sona Platform has been fantastic. With advanced attribution, we’ve been able to better understand our lead source data which has subsequently allowed us to make smarter marketing decisions."

Alan Braverman

Founder and CEO, Textline

Collective

"The Sona Platform has been instrumental in the growth of Collective. The dashboard is our source of truth for CAC and is a key tool in helping us plan our marketing strategy."

Hooman Radfar

Co-founder and CEO, Collective

Pavilion

"Really, really impressed with how we're able to get this amazing data ...and action it based upon what that person did is just really incredible."

Josh Carter

Director of Demand Generation, Pavilion

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Most teams are flying blind on AI search. Stop being one of them.

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