Key takeaways
- Otterly.AI, Promptwatch, Morningscore, and SE Visible all combine some form of traditional SEO with AI search monitoring, but they differ sharply in depth and what you can do with the data.
- Promptwatch is the only platform here built around a full optimization loop: find gaps, generate content, track results -- not just monitoring.
- SE Visible (by SE Ranking) is the best pick if you're already in the SE Ranking ecosystem and want AI tracking layered on top of a mature SEO suite.
- Otterly.AI is a solid, affordable entry point for monitoring AI visibility but stops short of content optimization or crawler-level insights.
- Morningscore is primarily a gamified SEO tool with limited AI tracking -- it's a different category of product and shouldn't be confused with a dedicated GEO platform.
The SEO tool market has gotten genuinely confusing in 2026. Every platform now claims to track AI search visibility. Some do it well. Some bolt on a "ChatGPT monitoring" tab and call it a day. And a few are actually built for the new reality where Perplexity, Google AI Mode, and ChatGPT are where your customers are finding (or not finding) your brand.
This guide looks at four platforms that come up frequently in the "all-in-one SEO + AI tracking" conversation: Otterly.AI, Promptwatch, Morningscore, and SE Visible. They're different enough that comparing them side by side is genuinely useful -- and similar enough in marketing language that it's easy to get them confused.
Let's sort it out.
What "all-in-one SEO with AI tracking" actually means
Before getting into the tools, it's worth being clear about what we're comparing. Traditional SEO platforms track keyword rankings, backlinks, site audits, and organic traffic. AI visibility platforms track how your brand appears in responses from ChatGPT, Perplexity, Gemini, Claude, and similar engines.
The interesting middle ground -- where all four of these tools live, to varying degrees -- is platforms that do both. The question is how well they do each, and whether the AI tracking piece is real or just a feature checkbox.
There's also a meaningful difference between monitoring and optimization. Monitoring tells you where you stand. Optimization helps you change it. That distinction matters a lot when evaluating these tools.
The four platforms at a glance
Promptwatch
Promptwatch is a dedicated GEO (Generative Engine Optimization) platform. It monitors 10 AI models including ChatGPT, Perplexity, Google AI Overviews, Google AI Mode, Claude, Gemini, Grok, DeepSeek, Copilot, and Mistral. What separates it from most competitors is the full action loop: it doesn't just show you where you're invisible, it helps you fix it.
The Answer Gap Analysis shows exactly which prompts competitors rank for that you don't. The Content Agents generate articles, comparisons, and briefs based on real prompt data and citation patterns. AI Crawler Logs show which pages AI bots are actually reading, how often they return, and when a crawled page becomes a citation. Most platforms don't have anything like this last feature.
Pricing starts at $99/month (Essential: 1 site, 50 prompts, 5 articles), $249/month for Professional (2 sites, 150 prompts, crawler logs), and $579/month for Business (5 sites, 350 prompts, 30 articles). A free trial is available.
Otterly.AI
Otterly.AI was one of the earlier dedicated AI search monitoring tools and has built a reasonable feature set around that core. It tracks brand mentions, citations, and share of voice across major AI platforms. The interface is clean and relatively easy to set up.
Where it falls short is on the optimization side. Otterly.AI is primarily a monitoring dashboard -- it shows you what's happening but doesn't help you change it. There's no content generation, no crawler log analysis, and no prompt gap analysis that surfaces specific content you're missing. For teams that just want to know their AI visibility score and track it over time, it works. For teams that want to act on that data, it's a starting point, not a complete solution.
SE Visible
SE Visible is the AI visibility product from SE Ranking, a well-established traditional SEO platform. It tracks brand mentions and sentiment across AI search engines, and the integration with SE Ranking's broader keyword and ranking data is its main advantage. If you're already paying for SE Ranking, adding SE Visible gives you a reasonably unified view of both traditional and AI search performance.
The limitation is depth. SE Visible covers the monitoring basics but doesn't go far into content optimization, crawler behavior analysis, or prompt-level gap analysis. It's a good companion to a mature SEO workflow, not a standalone GEO platform.
Morningscore
Morningscore is a different kind of product. It's primarily a gamified SEO platform -- it turns SEO tasks into missions and tracks your "SEO health score" in a way that's designed to be motivating and accessible for non-technical users. It covers keyword tracking, backlink monitoring, and site audits.
AI search tracking in Morningscore is limited. It's not a GEO platform in any meaningful sense. If you're evaluating it alongside Promptwatch or Otterly.AI specifically for AI visibility, you'll likely be disappointed. Where Morningscore genuinely shines is for small businesses or solo marketers who want a friendly, approachable SEO tool and don't need deep AI search monitoring yet.
Feature comparison
| Feature | Promptwatch | Otterly.AI | SE Visible | Morningscore |
|---|---|---|---|---|
| AI model coverage | 10 models | 5+ models | 5 models | Minimal |
| Traditional SEO tools | No | No | Yes (via SE Ranking) | Yes |
| Prompt gap analysis | Yes | No | No | No |
| AI content generation | Yes (Content Agents) | No | No | No |
| AI crawler logs | Yes | No | No | No |
| Citation tracking | Yes | Yes | Yes | No |
| Sentiment analysis | Yes | Yes | Yes | No |
| Competitor heatmaps | Yes | Limited | Limited | No |
| Reddit/YouTube insights | Yes | No | No | No |
| ChatGPT Shopping tracking | Yes | No | No | No |
| Prompt volume/difficulty | Yes | No | No | No |
| Traffic attribution | Yes | No | No | No |
| Free trial | Yes | Yes | Yes | Yes |
| Starting price | $99/mo | ~$19/mo | Included w/ SE Ranking | ~$49/mo |
Where each tool wins
Promptwatch wins on depth and action
If your goal is to actually improve your AI search visibility -- not just measure it -- Promptwatch is the most complete option here. The combination of prompt gap analysis, AI content generation, and crawler logs creates a workflow that the other three tools can't match. You find what's missing, create content to fill it, and track whether AI models start citing that content.
The 4.5 billion citations and prompts processed gives the platform real data to work with, not just API samples. And the crawler log feature is genuinely rare -- most platforms have no visibility into which pages AI bots are reading or ignoring.
It's also the only platform here that tracks ChatGPT Shopping recommendations and query fan-outs (how one prompt branches into sub-queries), which matters if you're in e-commerce or trying to understand how AI models research a topic.
SE Visible wins for SE Ranking users
If you're already using SE Ranking for keyword tracking, rank monitoring, and site audits, SE Visible is the most practical way to add AI visibility without switching platforms or paying for an entirely separate tool. The data lives in the same interface, and the integration between traditional SEO metrics and AI visibility data is cleaner than trying to reconcile reports from two different platforms.
It's not the deepest AI tracking available, but for teams that want "good enough" AI monitoring alongside a solid traditional SEO stack, it's a sensible choice.
Otterly.AI wins for budget-conscious monitoring
Otterly.AI's pricing is significantly lower than Promptwatch's, and for teams that primarily want to track AI mentions and share of voice without needing content generation or crawler analysis, it's a reasonable entry point. The interface is approachable, and it covers the major AI platforms.
The honest caveat: you'll likely outgrow it if AI search becomes a serious part of your strategy. The monitoring data is useful, but without optimization tools, you're watching the scoreboard without being able to change the game.
Morningscore wins for SEO beginners
Morningscore's gamification approach genuinely helps people who find traditional SEO overwhelming. The mission-based interface and health score make it easier to prioritize tasks and feel a sense of progress. For a small business owner managing their own SEO, that's real value.
But it's not competing with the other three tools on AI visibility. If AI search tracking is a priority, Morningscore isn't the right tool.
Who should use what
The right choice depends more on what you're trying to accomplish than on any single feature comparison.
If you're a marketing team or agency that needs to understand and improve AI search visibility, Promptwatch is the most complete option. The content generation and crawler log features alone justify the price difference over monitoring-only tools, because they turn data into action.
If you're already deep in the SE Ranking ecosystem, SE Visible is the path of least resistance. You don't need to add another platform, and the integration is genuinely useful.
If you're just starting to track AI visibility and want to understand the landscape before committing to a more expensive platform, Otterly.AI is a reasonable starting point. Just go in knowing it's a monitoring tool, not an optimization platform.
If you're a small business owner who needs approachable SEO tooling and AI tracking isn't yet a priority, Morningscore does what it's designed to do well. But be honest with yourself about whether AI search is something you need to act on now -- if it is, you'll want a different tool.
A note on what "all-in-one" actually means in 2026
The phrase "all-in-one" is doing a lot of work in this market. Traditional SEO suites like SE Ranking are all-in-one for traditional search. Dedicated GEO platforms like Promptwatch are all-in-one for AI search optimization. Very few tools are genuinely strong at both.
The honest answer is that most marketing teams in 2026 are running at least two tools: something for traditional SEO and something for AI visibility. The question is whether you want those to be integrated (SE Ranking + SE Visible) or best-of-breed in each category (a traditional SEO tool + Promptwatch for GEO).
For teams where AI search is becoming a primary acquisition channel, the best-of-breed approach usually wins because the depth of the dedicated GEO platform matters more than the convenience of integration.
Bottom line
These four tools are solving related but distinct problems. Morningscore is an SEO accessibility tool. SE Visible is an AI monitoring add-on for an established SEO platform. Otterly.AI is a standalone AI monitoring dashboard. Promptwatch is an end-to-end GEO platform built around actually improving your AI search visibility, not just measuring it.
If you're serious about AI search as a channel, the monitoring-only tools will tell you what's wrong. Promptwatch is built to help you fix it.