Key Takeaways
- Mentions.so is a pure monitoring tool focused on tracking brand mentions across AI platforms -- it shows you the data but doesn't help you create or optimize content. Orchly combines monitoring with AI content agents and SEO/GEO optimization tools.
- Orchly costs half as much at the entry level ($49/mo vs $99/mo) and includes content creation and optimization features that Mentions.so lacks entirely.
- Mentions.so tracks 8 AI models (Google Overview, ChatGPT, Claude, Gemini, Perplexity, Grok, DeepSeek, Meta AI). Orchly covers 5 core models but pairs tracking with actionable workflows.
- If you just want to monitor what AI says about your brand, Mentions.so does that job cleanly. If you need to actually improve your AI visibility by creating and optimizing content, Orchly gives you the tools to do it.
- Neither tool offers crawler log analysis or Reddit/YouTube tracking -- if those matter, Promptwatch covers that ground along with content gap analysis and AI-optimized content generation.
- Orchly's "human in the loop" content agents and 150+ optimization factors make it a full content operations platform. Mentions.so is strictly a dashboard.
Overview
Mentions.so

Mentions.so is a brand mention tracking tool built specifically for AI search engines. It monitors how your brand appears in responses from ChatGPT, Claude, Gemini, Perplexity, and other AI models. The platform tracks sentiment, compares your visibility to competitors, and delivers daily reports showing where you're mentioned and where you're not. It's designed for marketers and SEO teams who want to understand their AI search footprint without getting buried in complexity.
The interface is clean and the focus is narrow: track mentions, analyze sentiment, spot competitor gaps. Mentions.so doesn't try to be an all-in-one SEO suite -- it does one thing and does it well. You get AI-suggested prompts or you can add your own, then the platform runs those prompts daily and stores historical data so you can see trends over time.
Orchly
Orchly takes a different approach. It's not just a monitoring dashboard -- it's a content operations platform that combines AI visibility tracking with automated content creation and optimization. The pitch: track your rankings in Google and AI search, get actionable insights on what to improve, then use built-in AI agents to write, refresh, and publish the content that will actually move the needle.
Orchly monitors 5 AI models (Google, ChatGPT, Claude, Perplexity, Gemini) and pairs that data with SEO analytics, technical audits, and a content optimization engine that analyzes 150+ factors. The platform is aimed at marketing teams that want to automate their content workflows -- not just see the data, but act on it without hiring more writers or SEO specialists.
Side-by-Side Comparison
| Feature | Mentions.so | Orchly |
|---|---|---|
| Starting price | $99/mo (Starter) | $49/mo (Essential) |
| Free tier | Yes | Free trial only |
| AI models tracked | 8 (Google Overview, ChatGPT, Claude, Gemini, Perplexity, Grok, DeepSeek, Meta AI) | 5 (Google, ChatGPT, Claude, Perplexity, Gemini) |
| Content creation | No | Yes (AI content agents) |
| Content optimization | No | Yes (150+ SEO/GEO factors) |
| SEO tracking | No | Yes (organic visibility + rankings) |
| Sentiment analysis | Yes | Limited |
| Competitor comparison | Yes (real-time visibility benchmarking) | Yes (AI and organic visibility) |
| Custom prompts | Yes | Yes |
| Daily reports | Yes | Yes |
| Auto-publishing | No | Yes (WordPress, CMS integrations) |
| Technical SEO audits | No | Yes |
| White-label reports | No | Yes |
| API access | Not mentioned | Not mentioned |
AI model coverage
Mentions.so monitors 8 AI platforms: Google Overview, ChatGPT, Claude, Gemini, Perplexity AI, Grok, DeepSeek, and Meta AI. That's broader coverage than most competitors and includes some newer models like DeepSeek that other tools skip. If you want comprehensive tracking across every major AI engine, Mentions.so has the edge here.
Orchly covers 5 core models: Google (including AI Overviews), ChatGPT, Claude, Perplexity, and Gemini. It skips Grok, DeepSeek, and Meta AI. The trade-off: Orchly pairs its tracking with content creation and optimization tools, so you're not just monitoring -- you're building content that's engineered to rank in those 5 engines.
Verdict: Mentions.so wins on breadth of AI model coverage. Orchly wins if you care more about depth of action than breadth of monitoring.
Monitoring and analytics
Both platforms track brand mentions across AI search results and let you compare your visibility to competitors. Mentions.so shows you sentiment (positive, neutral, negative) and gives you a timeline view of how mentions trend over time. The dashboard is built around answering one question: what are AI models saying about your brand right now?
Orchly's monitoring is less about sentiment and more about actionability. It shows you where you rank in AI search results, which competitors are outranking you, and which prompts you're missing entirely. The analytics feed directly into the "Action Center" -- a list of specific things you can do to improve your visibility (create this page, update that article, fix this technical issue).
Mentions.so also provides "practical recommendations" to boost AI rankings, but the recommendations are insights, not workflows. You still have to go execute them yourself. Orchly's recommendations come with built-in tools to act on them -- content agents, optimization engines, auto-publishing.
Verdict: Mentions.so is better for pure monitoring and sentiment tracking. Orchly is better if you want monitoring tied to execution.
Content creation and optimization
This is where the platforms diverge completely.
Mentions.so does not create or optimize content. It's a tracking tool. You get the data, you get the insights, then you go write the content yourself (or hire someone to do it). That's fine if you already have a content team and you just need visibility data to guide them.
Orchly is built around content operations. It includes AI content agents that write articles, refresh existing pages, and publish directly to your CMS. The agents are trained on your brand data (not generic templates), and there's a "human in the loop" workflow so you review before publishing. Beyond creation, Orchly has a content optimizer that analyzes 150+ SEO and GEO factors -- structured data, internal/external links, NLP keywords, technical issues, AI-readiness signals. It auto-applies fixes like adding images, tables, videos, and contextual links.
If you're a solo marketer or a small team trying to scale content output, Orchly's automation is a huge advantage. If you're a larger team with dedicated writers and you just need to know what to write about, Mentions.so keeps it simple.
Verdict: Orchly wins decisively if content creation and optimization matter to you. Mentions.so isn't competing in this category.
Pricing comparison
| Plan | Mentions.so | Orchly |
|---|---|---|
| Free tier | Yes (limited features) | Free trial only |
| Entry plan | $99/mo (Starter) | $49/mo (Essential) |
| Mid-tier | Not listed | $125/mo (Pro) |
| Top tier | $599/mo (Agency) | Custom (Enterprise) |
| Annual discount | 16% | 25% |
Mentions.so's Starter plan at $99/mo is double Orchly's Essential plan at $49/mo. Orchly's entry plan includes content creation, optimization, and SEO tracking -- features Mentions.so doesn't offer at any price. Mentions.so does have a free tier (Orchly only offers a free trial), so if you want to test AI visibility tracking without paying anything, Mentions.so is the way in.
At the high end, Mentions.so's Agency plan is $599/mo with a fixed feature set. Orchly's Enterprise pricing is custom, which usually means it scales higher for large teams but you have to talk to sales.
Verdict: Orchly is cheaper at every comparable tier and includes more features. Mentions.so's free tier is the only pricing advantage.
SEO and technical capabilities
Mentions.so is not an SEO tool. It doesn't track organic rankings, it doesn't audit your site for technical issues, and it doesn't help with on-page optimization. It's purely focused on AI search visibility.
Orchly combines AI visibility tracking with full SEO analytics. You get organic keyword rankings, backlink analysis, technical SEO audits, and page-level optimization recommendations. The platform identifies crawl issues, schema gaps, indexing problems, and AI-readiness factors (like whether your content is structured in a way that LLMs can parse). If you're trying to rank in both traditional Google search and AI search, Orchly covers both in one dashboard.
Verdict: Orchly is the only option if you need SEO capabilities alongside AI visibility tracking.
Competitor analysis
Both platforms let you benchmark your AI visibility against competitors.
Mentions.so shows you real-time visibility comparisons -- which brands are mentioned more often than you, which prompts they're winning, and how sentiment differs. The competitor view is clean and focused: you see a percentage score for each brand across different prompts.
Orchly's competitor analysis spans both AI search and organic search. You can see where competitors rank in Google, which AI prompts they're visible for, and which backlinks or content gaps are driving their advantage. The insights feed into the Action Center, so you get specific tasks like "create a comparison page targeting [competitor]" or "build backlinks from [source]".
Verdict: Mentions.so is better for quick AI visibility comparisons. Orchly gives you more context by combining AI and organic competitor data.
Reporting and white-label options
Mentions.so delivers daily performance reports with insights on what's working and what's not. The reports are designed for internal use -- there's no mention of white-label or client-facing reports.
Orchly includes white-label reporting, which is critical if you're an agency or consultant delivering AI visibility audits to clients. You can brand the reports with your logo and share them as PDFs or live dashboards.
Verdict: Orchly is the only choice if you need white-label reports for clients.
Ease of use
Mentions.so is simpler because it does less. You add your brand, pick or customize prompts, and start tracking. The dashboard is straightforward: mentions over time, sentiment breakdown, competitor comparison. If you just want to check in once a week and see how you're doing, Mentions.so is low-friction.
Orchly has more moving parts because it's a full content operations platform. You're managing AI visibility tracking, SEO analytics, content briefs, AI agents, optimization workflows, and publishing schedules. The learning curve is steeper, but the payoff is automation -- once you set it up, the platform runs a lot of your content workflow on autopilot.
Verdict: Mentions.so is easier to get started with. Orchly requires more setup but delivers more value once configured.
Mentions.so pros and cons
Pros:
- Tracks 8 AI models (broader coverage than most competitors)
- Clean, focused interface with no feature bloat
- Free tier available for testing
- Daily reports with sentiment analysis
- AI-suggested prompts to get started quickly
Cons:
- No content creation or optimization tools
- No SEO tracking or technical audits
- Higher starting price ($99/mo) than Orchly despite fewer features
- No white-label reporting for agencies
- Doesn't help you act on the insights -- just shows you the data
Orchly pros and cons
Pros:
- Combines AI visibility tracking with content creation and optimization
- Half the price of Mentions.so at the entry level ($49/mo)
- Includes SEO analytics and technical audits
- AI content agents automate writing, refreshing, and publishing
- 150+ optimization factors for SEO and GEO
- White-label reports for agencies
- Action Center turns insights into specific tasks
Cons:
- Only tracks 5 AI models (vs 8 for Mentions.so)
- Steeper learning curve due to broader feature set
- No free tier (only a free trial)
- Less focus on sentiment analysis
- Overkill if you only need basic mention tracking
Who should pick Mentions.so
Pick Mentions.so if:
- You only need AI visibility monitoring, not content creation or SEO tools
- You want to track 8 AI models including Grok, DeepSeek, and Meta AI
- You already have a content team and just need data to guide them
- You prefer a simple, focused tool over a multi-feature platform
- You want to test AI visibility tracking for free before committing
Mentions.so is a solid choice for brands that are just starting to think about AI search and want to understand the landscape before investing in optimization. It's also good for teams that already have content and SEO workflows in place and just need a monitoring layer on top.
Who should pick Orchly
Pick Orchly if:
- You need to create and optimize content, not just track mentions
- You want to automate content workflows with AI agents
- You care about SEO visibility in addition to AI search visibility
- You're a solo marketer or small team trying to scale output
- You need white-label reports for clients (agencies, consultants)
- You want actionable insights tied to execution tools, not just dashboards
Orchly is built for teams that want to move fast and automate repetitive tasks. If you're tired of manually writing content briefs, optimizing pages, and scheduling posts, Orchly's agents handle that. The trade-off is complexity -- you're managing a full content operations platform, not just a monitoring tool.
Final verdict
Mentions.so is a clean, focused AI visibility tracker. Orchly is a content operations platform that happens to include AI visibility tracking.
If you only need monitoring, Mentions.so does it well and tracks more AI models. If you need to actually improve your AI visibility by creating and optimizing content, Orchly gives you the tools to do it -- at half the price of Mentions.so's entry plan.
The deciding factor: do you just want to see the data, or do you want to act on it? Mentions.so is a dashboard. Orchly is a workflow.
For most teams trying to scale their AI search presence in 2026, Orchly's combination of tracking, content creation, and optimization makes it the stronger choice. You're not just monitoring the problem -- you're fixing it.

Worth noting: if you need deeper AI visibility tracking with features like crawler log analysis, Reddit/YouTube tracking, or content gap analysis that shows exactly which prompts competitors rank for but you don't, Promptwatch covers that ground. It's built around the action loop -- find the gaps, generate content that ranks, track the results -- and monitors 10 AI models with prompt volume estimates and difficulty scoring. Promptwatch complements either Mentions.so or Orchly by adding layers of intelligence and optimization that neither platform offers on its own.
