Quattr vs Sight AI in 2026: Enterprise GEO platform vs Slack-native content and visibility agent
One is a demo-only platform for mid-market and enterprise teams tracking six AI engines. The other is a $49/month Slack-first agent that writes, publishes, and monitors ChatGPT, Claude, Perplexity, Gemini, and Grok from one chat window.
Quattr
Sight AI- Sight AI is self-serve from $49/month with a 7-day free trial that includes 7 articles. Quattr has no public pricing and no self-serve signup; every engagement starts with a demo.
- Quattr tracks Google AI Overviews and Google AI Mode alongside ChatGPT, Claude, Perplexity, and Gemini. Sight AI does not track either Google AI surface, but it is the only one of the two that tracks Grok.
- Sight AI is built around Slack: the agent posts wins, flags problems, and proposes next actions in your team channel, and approvals happen by replying to the message. Quattr has no documented Slack workflow.
- Neither tool offers API access on a standard plan. Sight AI states plainly it has none on any tier. Quattr does not publish API availability at all.
- Quattr's internal linking AI crawls a full site and builds vector embeddings of every page to construct link structure automatically. Sight AI's internal linking is a Pro-tier automation without the site-wide embedding approach.
- Sight AI auto-submits new content to Google sitemap and Bing IndexNow on every plan for faster indexing. Quattr does not document an equivalent indexing feature.
- Quattr is rated 4.9/5 on G2 across 65 reviews. Sight AI does not publish a G2 score in its own material.
Quattr and Sight AI both pair content production with AI answer engine monitoring, but they are built for different buyers and different budgets. Quattr runs on GIGA, an AI agent that coordinates research, drafting, internal linking, and predictive scoring across Google Search plus six AI surfaces including Google AI Overviews and Google AI Mode, sold exclusively through a demo with no public price. Sight AI is a Slack-native agent: it writes and publishes articles, posts recommendations directly into your team channel for approval, and tracks brand visibility across ChatGPT, Claude, Perplexity, Gemini, and Grok, starting self-serve at $49 a month with a 7-day trial. The practical question is whether you want a single AI agent embedded in your enterprise martech stack, or a lighter, cheaper agent that lives where your team already talks.
The tools at a glance
Quattr
Unified SEO, AEO, and GEO platform powered by AI agent GIGA for ranking in Google, ChatGPT, Perplexity, Gemini, and Google AI Mode
Quattr runs on GIGA, an AI agent that coordinates content research, drafting, optimization, and publishing across Google Search and six AI surfaces at once: Google AI Overviews, Google AI Mode, ChatGPT, Claude, Perplexity, and Gemini. Visibility data comes from real consumer-facing AI responses rather than API lookups, which matters because it reflects what buyers actually see rather than a synthetic API call.
The internal linking engine is Quattr's clearest technical edge in this comparison. It crawls the entire site, generates vector embeddings of every page, and constructs an optimal internal link structure automatically, updating it as new content publishes. Predictive content scoring adds a second layer, showing likely ranking and AI citation performance before anything goes live, with side-by-side comparisons against top-ranking competitor pages.
Access is the trade-off. There is no public pricing and no self-serve signup, only a demo-led sales process, though a free trial is included once that demo is booked. Quattr targets mid-market and enterprise teams, with customers including Simpplr, Men's Wearhouse, and Housing.com, and G2 reviewers rate the platform 4.9/5 across 65 reviews.
| Feature | Enterprise Contact for pricing |
|---|---|
| Demo required | ✓ |
| GIGA AI agent | ✓ |
| AI engines tracked | 6+ (incl. Google AI Overviews, Google AI Mode) |
| Internal linking AI | ✓ |
| Predictive content scoring | ✓ |
| Free trial included with demo | ✓ |
Sight AI
AI SEO and content marketing agent that lives in Slack, writes and publishes articles, and tracks brand visibility across ChatGPT, Claude, Perplexity, Gemini, and Grok
Sight AI is an AI agent that handles keyword research, article writing, and CMS publishing through a chat interface and a Slack integration, while tracking brand visibility across ChatGPT, Claude, Perplexity, Gemini, and Grok. The pitch is closing the loop between producing content and knowing whether it shows up in AI answers, without switching between separate tools to do each half.
The Slack integration is the real differentiator. The agent posts performance alerts, ranking opportunities, and content suggestions with the data behind each recommendation directly into your team channel, and team members approve actions by replying. For teams that already run their day in Slack, this removes the habit of checking a separate SEO dashboard.
Pricing runs on AI credits: Starter at $49/month with 1,500 credits and 10 tracked prompts, Pro at $129/month with 5,000 credits and 50 tracked prompts, and Advanced at $499/month with 25,000 credits and 250 tracked prompts. All tiers include a 7-day free trial with 7 articles. Additional team members and additional sites are $29/month each as add-ons, and there is no API access or white-label reporting on any plan.
| Feature | Starter $49/mo | Pro $129/mo | Advanced $499/mo |
|---|---|---|---|
| Tracked AI prompts | 10 | 50 | 250 |
| AI engines tracked | ChatGPT, Claude, Perplexity, Gemini, Grok | Same | Same |
| Scheduled automations | ✗ | ✓ | ✓ |
| Slack-native approvals | ✓ | ✓ | ✓ |
| Team members included | 1 | 2 | 4 |
| API access | ✗ | ✗ | ✗ |
Head-to-head feature comparison
| Feature | Quattr | Sight AI |
|---|---|---|
| AI engines tracked | 6+ (ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews, Google AI Mode) | 5 (ChatGPT, Claude, Perplexity, Gemini, Grok) |
| Google AI Overviews / AI Mode tracking | Yes | No |
| Content drafting agent | Yes, GIGA agent handles research through publishing | Yes, chat interface plus scheduled automations |
| Slack-native workflow | No | Yes, approvals and alerts posted to Slack |
| Internal linking automation | Yes, vector-embedding based sitewide linking | Yes, Pro tier and above, not site-wide embeddings |
| Predictive content scoring | Yes, plus competitor page comparisons | No |
| Auto sitemap / IndexNow submission | Not documented | Yes, on every plan |
| CMS publishing integrations | Not documented | WordPress, Webflow, Framer, Shopify |
| API access | Not clearly published | No, not on any plan |
| White-label delivery | Not clearly published | No, not on any plan |
| Free trial without a sales call | No, demo required first | Yes, 7-day trial with 7 articles |
| Starting price | Contact for pricing | $49/mo |
Considering AI Peekaboo alongside Quattr and Sight AI?
Both tools fold AI visibility tracking into a bigger content product rather than treating it as the core job: Quattr's six-engine GEO module sits behind a mandatory sales demo with no public price, and Sight AI has no API access or white-label option on any of its three plans. AI Peekaboo ships a read and write API from its $50/month Starter plan, includes white-label reports with guest access links at every tier, and connects directly to Looker Studio. For agencies or in-house teams that need AI-answer-engine tracking specifically, with programmatic data access and client-ready delivery from day one, it is worth comparing against either platform.
Read the AI Peekaboo review →Which should you choose?
QuattrSight AISight AIQuattrSight AIQuattrSight AIThe gap between these two is less about feature count and more about who each one assumes is buying. Quattr is built for a content organization that already has budget, a procurement process, and the headcount to act on cross-surface recommendations from GIGA; the payoff is genuine platform depth, including internal linking automation that nothing at Sight AI's price point attempts. Sight AI is built for a small team or a single operator who wants one Slack-connected agent to write, publish, and watch AI visibility without waiting on a sales cycle. Pick based on whether your constraint is platform depth or time to first result.
Bottom line
Book the Quattr demo if you are a mid-market or enterprise team that needs Google AI Overviews and AI Mode tracked alongside ChatGPT, Claude, Perplexity, and Gemini, and you have the internal capacity to run a full GEO program through one AI agent. Start the Sight AI trial at $49/month if you want an agent that writes and publishes content and reports AI visibility straight into Slack, with Grok coverage neither Quattr nor most competitors offer. If API access and white-label client reporting matter more to you than either platform's content generation, AI Peekaboo covers that gap at a comparable price to Sight AI.
Frequently asked questions
Does Sight AI track Google AI Overviews the way Quattr does?
No, Sight AI's documented AI visibility tracking covers ChatGPT, Claude, Perplexity, Gemini, and Grok, with no Google AI Overviews or Google AI Mode coverage. Quattr tracks both Google AI surfaces alongside the same four chat-based engines, which is a real gap if AI Overviews visibility is a specific priority.
Is Sight AI worth it for a small team that just wants AI visibility monitoring with content production in one place?
Sight AI is a strong fit for that use case at $49/month, since it is one of the few tools that pairs AI content drafting with genuine multi-engine visibility tracking in a single subscription, and the 7-day trial with 7 articles lets you test the workflow before committing. Quattr covers more ground but requires a demo and offers no public pricing, which makes it a slower and more uncertain evaluation for a small team.
Can I get API access with either Quattr or Sight AI?
Sight AI has no API access on any of its three plans, a limitation it states directly. Quattr does not publish API availability in its public materials, so if programmatic access matters, you would need to confirm it directly during a Quattr demo rather than assume it is included.
Which tool tracks Grok, Quattr or Sight AI?
Sight AI is the one that tracks Grok, alongside ChatGPT, Claude, Perplexity, and Gemini. Quattr's six-engine coverage includes Google AI Overviews and Google AI Mode instead, which Sight AI does not track, so the choice partly comes down to which specific AI surface matters more to your brand.
Is Quattr's internal linking AI better than Sight AI's automated internal linking?
Quattr's version is more technically ambitious: it crawls the entire site, generates vector embeddings of every page, and builds the link structure sitewide, then updates it automatically as new content publishes. Sight AI's automated internal linking is available on Pro and above but is not documented as using the same full-site embedding approach, making it a lighter feature rather than a direct substitute.