At entry tier, yes — Otterly's Lite plan starts at $29/month for a small prompt set. Monroya starts at $79/month (Starter), and its $199/month Growth plan includes draft generation, the buyer-journey matrix, and opportunity scoring. Different scope, different price.

Which assistants does each track?

Otterly: ChatGPT, Google AI Overviews, Perplexity, Microsoft Copilot, with Gemini and AI Mode as add-ons. Monroya: ChatGPT, Claude, Gemini, Perplexity. Note Claude inclusion — meaningful for technical-buyer categories.

Does Otterly tell me what to do about a gap?

Otterly's strength is reporting and dashboards — brand coverage, mention counts, position over time. Monroya is built around opportunities: each gap comes with a recommended action and a draft of the asset that closes it.

Does Otterly generate content drafts?

Not as a core part of the product. If you need draft generation tied to the gap you found, that's a Monroya capability.

Which has better dashboards?

Otterly's reporting is polished and easy to share — brand coverage charts, competitor leaderboards, position trends. If reporting is what you primarily need, Otterly delivers it well.

Why would I pick Monroya?

If a dashboard alone won't move your score, and you need the recommended action and the draft to ship — that's the gap Monroya is built for.

How often does each tool scan prompts?

Both scan daily on their standard plans. Monroya additionally re-scans automatically after you mark an opportunity done, so you can measure whether the change actually moved your score.

Does either track buyer journey stage?

Otterly reports at the brand and prompt level. Monroya organizes every prompt into discovery, evaluation, or decision stage and shows a matrix of where in the funnel you go missing — the core view of the product.

Can I share reports with my team or leadership?

Otterly's dashboards are designed to be presentation-ready and shareable via link. Monroya ships a weekly buyer briefing email and a shareable briefing page, but the day-to-day interface is an operator queue rather than an executive dashboard.

Can I use both Otterly and Monroya together?

Yes, and some teams do — Otterly for the reporting layer sent to leadership, Monroya for the operator workflow of finding gaps and shipping drafts. They cover different jobs.

Comparison

Monroya vs Otterly.

Otterly reports. Monroya recommends and drafts. Pick the one that matches the job.

Updated: September 2026

Side by side

	Otterly	Monroya
Starting price	$29/mo (Lite, 15 prompts)	From $79/mo (Starter, 15 prompts); $199/mo Growth (50 prompts), 7-day trial
Providers tracked	ChatGPT, AI Overviews, Perplexity, Copilot (+ Gemini, AI Mode add-on)	ChatGPT, Claude, Gemini, Perplexity
Tracking frequency	Daily	Daily
Primary view	Brand coverage dashboard	Buyer-journey matrix + opportunities
Opportunity scoring	Not the core view	Impact / confidence / effort
Draft generation	Not a core capability	Inline with each opportunity
Team seats	Unlimited (Lite)	See /pricing
Buyer-journey stage segmentation	Brand and prompt level	Discovery / evaluation / decision + retention
Claude coverage	Not tracked	Tracked on every plan
Re-scan after a fix	Manual, next scheduled scan	Automatic once an opportunity is marked done
Citation source breakdown	Mention and position focused	Source type and domain-level, with liveness checks
Weekly briefing	Shareable dashboard link	Emailed buyer briefing + shareable page
Free trial	Free plan with limited prompts	7-day trial, no card required

Pricing and feature details cross-checked against otterly.ai, September 2026. Verify on their site for the latest.

What Otterly does well

Otterly nailed the reporting layer. Brand coverage over time, mention counts against a clean competitor set, position leaderboards, share-of-voice deltas — the dashboards are clear and presentable. The Lite plan at $29/month with unlimited team seats makes it a low-risk first tool for a marketing team that just wants to see the numbers.

Where Monroya is different

We don't think a dashboard is the deliverable. The Monroya home screen is the opportunity queue — a ranked list of specific moves that would close your biggest gaps, each scored on impact, confidence, and effort, each with the draft asset waiting one click away. The dashboards exist, but they're a side panel, not the product.

We also track Claude, which matters for technical-buyer categories where Claude is increasingly the assistant of choice.

Total cost of ownership

Subscription price is the smallest line in this comparison. The real cost is the hours between seeing a gap and shipping the asset that closes it. A reporting tool hands you the chart; someone on your team still has to interpret it, decide what to write, and write it.

Cost line	Otterly path	Monroya path
Subscription	$29/mo (Lite) to ~$189/mo at higher prompt volume	$79/mo Starter, $199/mo Growth
Interpreting the data	Analyst time each week to turn coverage charts into a to-do list	Opportunity queue arrives ranked by impact, confidence, and effort
Deciding what to write	Internal strategy time per gap	Recommended action attached to each gap
Producing the asset	Writer or agency per asset, typically $300-$800 each	Draft generated inline, edited rather than written from scratch
Verifying the fix worked	Wait for the next scheduled scan, compare manually	Automatic re-scan and score movement on the same item
Claude-buyer blind spot	Untracked; gaps found late or not at all	Covered in the standard scan

Run the arithmetic with your own numbers. If closing one gap costs you four hours of strategy plus one commissioned asset, two gaps a month already exceeds the difference in subscription price between the two tools. That is the whole TCO argument: the cheaper license is not the cheaper program if the work still lands on your team.

Otterly pricing cross-checked against otterly.ai, September 2026. Asset-production ranges are typical freelance and agency rates, not Otterly figures.

What operators say about the time saved

Three Monroya customers on what changed once the recommendation arrived with the gap:

“We wanted to understand why competitors were being recommended by AI instead of us. The visibility gaps connected directly to pipeline — closing them drove a measurable increase in qualified opportunities. It went from an experiment to a revenue channel.”

Eddy VidalDirector of IT/Web Ops · Nationwide Power Nationwide Power logo

“Our content spend used to be based on search volume and educated guesses. Monroya showed where AI was actually sending buyers, and the return beat the programs we'd been prioritizing.”

Michael HoffertCo-Founder · Uniforms 2 You Uniforms 2 You logo

“Monroya turned AI visibility from a marketing metric into a business conversation. I can show leadership which buyer questions we're winning and which competitors are taking consideration from us.”

Isaiah MartinezCMO · HSP HSP logo

Who should choose Otterly

You need an inexpensive reporting tool for AI mentions, you're fine doing the interpretation and the work yourself, and your buyers are not heavily on Claude. Otterly's polished dashboards and accessible pricing make it a sensible first purchase.

Who should choose Monroya

You need the recommended action and the draft asset, not just the chart. You're an operator who measures success by score movement, not by reports shipped. You want a tool that closes the loop from finding the gap to shipping the fix.

Frequently asked questions

Is Otterly cheaper?: At entry tier, yes — Otterly's Lite plan starts at $29/month for a small prompt set. Monroya starts at $79/month (Starter), and its $199/month Growth plan includes draft generation, the buyer-journey matrix, and opportunity scoring. Different scope, different price.
Which assistants does each track?: Otterly: ChatGPT, Google AI Overviews, Perplexity, Microsoft Copilot, with Gemini and AI Mode as add-ons. Monroya: ChatGPT, Claude, Gemini, Perplexity. Note Claude inclusion — meaningful for technical-buyer categories.
Does Otterly tell me what to do about a gap?: Otterly's strength is reporting and dashboards — brand coverage, mention counts, position over time. Monroya is built around opportunities: each gap comes with a recommended action and a draft of the asset that closes it.
Does Otterly generate content drafts?: Not as a core part of the product. If you need draft generation tied to the gap you found, that's a Monroya capability.
Which has better dashboards?: Otterly's reporting is polished and easy to share — brand coverage charts, competitor leaderboards, position trends. If reporting is what you primarily need, Otterly delivers it well.
Why would I pick Monroya?: If a dashboard alone won't move your score, and you need the recommended action and the draft to ship — that's the gap Monroya is built for.
How often does each tool scan prompts?: Both scan daily on their standard plans. Monroya additionally re-scans automatically after you mark an opportunity done, so you can measure whether the change actually moved your score.
Does either track buyer journey stage?: Otterly reports at the brand and prompt level. Monroya organizes every prompt into discovery, evaluation, or decision stage and shows a matrix of where in the funnel you go missing — the core view of the product.
Can I share reports with my team or leadership?: Otterly's dashboards are designed to be presentation-ready and shareable via link. Monroya ships a weekly buyer briefing email and a shareable briefing page, but the day-to-day interface is an operator queue rather than an executive dashboard.
Can I use both Otterly and Monroya together?: Yes, and some teams do — Otterly for the reporting layer sent to leadership, Monroya for the operator workflow of finding gaps and shipping drafts. They cover different jobs.