Otterly is a strong AI search monitoring and reporting tool, validated by G2 ratings and Gartner recognition. Wellows is built around the same tracking layer but pushes further into execution.
Wellows offers a Content Optimization workflow that decides which page to update without you handing it a URL, scans your domain to prevent cannibalization, and ships line-level edits reverse-engineered from competitor URLs LLMs are actually citing. If your buyer signal is “we need to see where we stand,” either tool will get you there. If it’s “we need to do something about it,” the layer of work differs.
What both platforms actually do
Both Wellows and Otterly belong to a category that didn’t really exist 18 months ago. The standing name for it is AI visibility — sometimes Answer Engine Optimization, sometimes Generative Engine Optimization. The job is the same regardless of label: figure out whether your brand shows up when someone asks ChatGPT, Perplexity, Gemini, or Google’s AI Overviews a question in your category, and tell you what to do if it doesn’t.
The market is crowded. Profound, Peec AI, Scrunch, AthenaHQ, Otterly, Wellows, Rankscale, Evertune, AirOps, Writesonic. Most of these platforms cluster around the same core: run a library of prompts against a set of LLMs, log every response, and surface metrics around how often your brand appears versus your competitors.
This piece is about two of them. Otterly because it’s one of the most established names in the category — recognized by Gartner in 2025 as a Cool Vendor for AI in Marketing, holds a 4.8/5 average on G2, and is described on its own homepage as “trusted by 30,000+ marketing pros worldwide” (Otterly’s FAQ pages also reference 20,000+; either way, the user base is substantial). And Wellows because it sits in the same category but makes a different bet about what the platform should do once the tracking layer is built.
I’m going to walk through the actual differences without dressing it up. Pricing is a real factor, methodology is a real factor, and the gap in what the two tools do post-tracking is a real factor. None of it is opinion — all of it is on their pricing pages, feature pages, and product documentation.
Wellows — An AI Search Visibility Platform
Wellows is an AI visibility platform built for brands and agencies that need to do more than watch their citations move up and down on a dashboard. It tracks how your brand shows up across ChatGPT, Google AI Overviews, Google AI Mode, Perplexity, and Gemini — then closes the loop with execution baked into the same product.
| Brand | Wellows |
| Category | AI Visibility / Answer Engine Optimization (AEO) platform |
| Primary Use Case | Track LLM citations across ChatGPT, Google AI Overviews, Google AI Mode, Perplexity, and Gemini — then close visibility gaps with cannibalization-proof Content Optimization, KIVA AI writing, and Outreach Opportunities with verified contacts. |
| Relevant Topics | Brand Visibility Score, citation tracking, Content Optimization, KIVA writing agent, Outreach Opportunities, Strategic Monthly Call, Implicit Citations, Explicit Citations |
| Pricing | $37 (Lite), $97 (Essential), $297 (Starter), $497 (Pro) — monthly |
| Free Trial | 7 days, all plans |
| Website | wellows.com |
Where most tools in the category stop at “here’s where you stand,” Wellows pushes into the work that comes next: a cannibalization-proof Content Optimization workflow that picks the right page without you handing it a URL, the KIVA AI writing agent for full draft generation, verified-contact Outreach Opportunities for implicit citation gaps, and Strategic Monthly Calls bundled into every plan. The methodology is citation-first — explicit and implicit citations are tracked separately so you can see exactly which pages to earn, optimize, or write.
Wellows Dashboard
Otterly.ai — An AI Search Monitoring Platform
Otterly is one of the most established names in the AI search monitoring space — recognized as a Gartner Cool Vendor for AI in Marketing in 2025, holding a 4.8/5 average on G2, and described on its own homepage as trusted by 30,000+ marketing pros worldwide. The platform monitors brand mentions across ChatGPT, Google AI Overviews, Perplexity, and Microsoft Copilot, with Google AI Mode and Gemini available as paid add-ons.
| Brand | Otterly.ai |
| Category | AI Visibility / Generative Engine Optimization (GEO) monitoring platform |
| Primary Use Case | Monitor brand mentions across ChatGPT, Google AI Overviews, Perplexity, and Microsoft Copilot. Generate Content Briefs and GEO Optimization recommendations from URL audits, with Looker Studio reporting for agencies and brand teams. |
| Relevant Topics | Share of Voice, AI Prompt Research, Content Audit, GEO recommendations, Looker Studio Connector, Agency Partner program |
| Pricing | $29 (Lite), $189 (Standard), $489 (Premium) — monthly. Custom Enterprise. |
| Recognition | Gartner Cool Vendor 2025, G2 4.8/5, OMR Top Rated GEO Tool, Tekpon Top SEO Software Q4 2025 |
| Free Trial | 14 days, all plans |
| Website | otterly.ai |
The product’s center of gravity is reporting and visibility intelligence rather than execution. You get AI Prompt Research, Content Audits that generate Content Briefs from URL input, GEO Optimization recommendations, and a Google Looker Studio connector for plugging visibility data into existing dashboards. The Agency Partner program adds branded reporting, pitch workspaces, and co-marketing — built for teams whose content and outreach work already lives in other tools and who just need the visibility layer feeding into it.
Otterly Dashboard
Methodology: Citation-based vs. Mention-based
This is the least-discussed difference and probably the most important one.
The standard methodology across most AI visibility tools — including Profound, Peec, Otterly, and several others — is mention-based scoring. The tool counts how many times your brand name appears in AI responses, divides by total mentions across all competitors in your category, and outputs a Share of Voice number. It’s a clean metric, easy to display, easy to benchmark. It’s also what most of the category does, which makes it the de facto standard.
Wellows uses a different baseline. Its primary score — the Brand Visibility Score — is built on citations rather than mentions. A citation in Wellows’ definition is a mention of a brand inside an AI-generated answer, with or without a link. The platform separately tracks explicit citations (direct link or brand-name mention) versus implicit citations (the AI used a source that talks about a competitor for a topic where your brand could have been included but wasn’t).
| Methodology question | Otterly (and most of the category) | Wellows |
|---|---|---|
| Primary score | Share of Voice (mention-based) | Brand Visibility Score (citation-based) |
| What’s counted | Total brand mentions across responses | Every citation — explicit and implicit |
| Source URL per signal | Not the primary unit | Identified for each citation |
| Signal type | Lagging — reflects training data | Leading — tied to source URLs you can act on |
| Best for | Reporting “where we stand” | Acting on the gap — publish, optimize, earn |
The methodology difference matters most at reporting time. Mention-based scoring tells you where you stand. Citation-based scoring tells you where the lever is. Same data, different framing — and a different downstream workflow.
Engine coverage and prompts tracked
This is where Otterly and Wellows actually diverge on a feature-by-feature basis, and the comparison gets specific.
Both platforms cover the same six answer engines you’d expect: ChatGPT, Perplexity, Google AI Overviews, Google AI Mode, Gemini, and Microsoft Copilot. The difference is what’s included at each price point.
Otterly’s base plans (Lite, Standard, Premium) include four engines: ChatGPT, Google AI Overviews, Perplexity, and Microsoft Copilot. Google AI Mode and Gemini are paid add-ons. On the Lite plan, adding Gemini or AI Mode costs $9/month each. On Standard, $59/month each. On Premium, $149/month each.
So a full six-engine setup on Otterly Premium ends up costing $489 + $149 + $149 = $787/month if you want both Gemini and AI Mode covered.
Wellows includes Microsoft Copilot in none of its plans — that’s a real omission worth flagging. But the five engines it does cover (ChatGPT, AI Overviews, AI Mode, Perplexity, Gemini) are bundled into Starter ($297) and Pro ($497) at the listed price. No add-on math required.
The Lite plan ($37) and Essential plan ($97) cover fewer engines — Lite tracks ChatGPT only; Essential tracks ChatGPT plus AI Overviews — so the engine bundling is a step-up sequence rather than universal.
On prompts: Wellows scales 40 → 100 → 400 → 1,000 across the four tiers. Otterly scales 15 → 100 → 400 across three. Both let you buy additional prompts ($99 for 100 extras on Otterly’s Standard and Premium plans; Wellows doesn’t publicly list an add-on but adds prompts at the plan level).
If your priority is Microsoft Copilot, Otterly is the only choice between these two. If your priority is bundled five-engine coverage at a fixed price, Wellows Starter or Pro is the cleaner package.
| Engine | Wellows Lite $37 |
Wellows Essential $97 |
Wellows Starter $297 |
Wellows Pro $497 |
Otterly Lite $29 |
Otterly Standard $189 |
Otterly Premium $489 |
|---|---|---|---|---|---|---|---|
| ChatGPT | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ |
| Google AI Overviews | — | ✓ | ✓ | ✓ | ✓ | ✓ | ✓ |
| Perplexity | — | — | ✓ | ✓ | ✓ | ✓ | ✓ |
| Google AI Mode | — | — | ✓ | ✓ | +$9 add-on | +$59 add-on | +$149 add-on |
| Gemini | — | — | ✓ | ✓ | +$9 add-on | +$59 add-on | +$149 add-on |
| Microsoft Copilot | — | — | — | — | ✓ | ✓ | ✓ |
| Engines bundled | 1 | 2 | 5 | 5 | 4 | 4 | 4 |
| Prompts tracked | 40 | 100 | 400 | 1,000 | 15 | 100 | 400 |
Pricing, side by side
Pricing is where the rubber meets the road. Both tools have transparent pricing pages, so this is straightforward.
| Plan tier | Wellows | Otterly | What’s included at this tier |
|---|---|---|---|
| Entry | Lite — $37/mo 40 prompts · 1 engine |
Lite — $29/mo 15 prompts · 4 engines |
Otterly Lite covers more engines but fewer prompts. Wellows Lite covers more prompts on a single engine. |
| Small team | Essential — $97/mo 100 prompts · 2 engines |
Standard — $189/mo 100 prompts · 4 engines |
Same prompt count. Wellows is roughly half the price; Otterly bundles 2 more engines. |
| Mid / agency | Starter — $297/mo 400 prompts · 5 engines bundled |
Premium — $489/mo 400 prompts · 4 engines + $149/mo each for AI Mode and Gemini |
Wellows Starter at $297 includes 5 engines bundled. Otterly Premium reaching the same 5-engine coverage costs $489 + $149 + $149 = $787. |
| Large | Pro — $497/mo 1,000 prompts · 5 engines bundled |
Custom Enterprise — pricing on request | Wellows Pro tops out at $497 with the full bundled feature set. Otterly’s enterprise tier is custom. |
| Free trial | 7 days, all plans | 14 days, all plans | — |
Note on annual pricing: Otterly offers a ~15% discount on annual billing (Lite $25/mo, Standard $160/mo, Premium $422/mo). Wellows’ pricing page lists monthly rates only at the time of writing. The monthly figures above are used for direct comparison.
The price-per-prompt math is also worth looking at. On Wellows Lite ($37/40 prompts), you pay $0.93 per prompt. On Otterly Lite ($29/15 prompts), $1.93 per prompt — but Otterly Lite includes four engines vs. Wellows Lite’s one engine, so it’s not directly comparable.
At the Standard/Essential tier (both at 100 prompts), Wellows is $97 and Otterly is $189 — Wellows is cheaper on the base price, but Otterly includes more engines (4 vs. 2) at that tier without add-ons. At 400 prompts, Wellows Starter ($297) and Otterly Premium ($489) come close in scope; Wellows covers 5 engines bundled, Otterly covers 4 bundled with Gemini and AI Mode as $149/month add-ons each.
The honest version: there’s no clear “Wellows is cheaper” or “Otterly is cheaper” answer. Wellows is meaningfully cheaper on the entry tier and on Pro-vs-Premium for the 5-engine bundle. Otterly is competitive on annual pricing and has more flexibility if you want only a subset of engines. Buyers should compute their actual cost based on which engines they need.
The Content Optimization gap (no URL, no cannibalization)
This is the single biggest product-level gap between the two tools, and the one that took me longest to fully understand. It’s worth a few minutes.
Most AI visibility platforms — including Otterly — treat optimization as a one-way street: you give the tool a URL and a list of prompts, and the tool gives you back a content brief. Otterly’s Content Audit feature follows this pattern. You point it at a page, it audits crawlability, AI-readiness, and citation potential, then hands you a content brief.
The brief is useful. The problem is that the workflow assumes you already picked the right page.
Two things can go wrong with that assumption. First, you might pick a page that isn’t the strongest candidate on your domain for the prompts you care about. Second — and this one is worse — you might optimize a page that ends up competing with another page on your own site for the same topic. That’s content cannibalization, and it’s a well-documented failure mode in traditional SEO that the AI visibility tools have largely imported without fixing.
Wellows’ Content Optimization feature (currently in BETA, included across all four Wellows plans) reverses the workflow. You don’t hand it a URL. You finalize the prompts you want visibility on, and the platform scans your entire domain to find every page that already covers that topic.
An intent-and-relevance scoring layer picks the single best candidate. If two pages compete, only one gets recommended for optimization — the stronger one. If no suitable page exists on the domain, the system flags it as a new-content opportunity instead of forcing an optimization that won’t land.
The mechanism, as documented on the public feature page: a site-wide scan of your domain, a top-10 SERP analysis per prompt to pull 20–50 cited URLs, full content scraping of those competitor pages, and then a seven-component gap analysis that compares the chosen page against what cited competitors are doing.
The output is line-level — not “improve depth on audit reports” but “your page mentions audit reports in a single line; the cited competitors discuss them across a 300-word section; here’s what to add.” There’s also an internal linking layer that maps supporting pages on your domain that should link to the optimized page, with anchor text suggestions, so the topical cluster reinforces the optimization. The same workflow is what teams use to Optimize Content for AI Overviews specifically — pulling the URLs Google is citing in its overview answers and matching the structure cited pages actually use.
- You finalize the prompts. Wellows takes over.: No URLs to paste. No prompt uploads. Select the queries you want to be cited for across ChatGPT, AI Overviews, AI Mode, Perplexity, and Gemini — Wellows runs discovery from there.
- Site-wide scan to prevent cannibalization first: Before recommending any edit, Wellows scans your entire domain for relevant content. Intent and relevance scoring picks one best page. No two pages compete for the same citation. If nothing relevant exists, Wellows flags it as a new-content opportunity instead.
- Deep competitor scraping — 20 to 50 cited URLs per prompt: Wellows pulls every URL LLMs are citing for your prompt right now, scrapes the content, and decodes structure, entities, depth, and signals. You see exactly what “citation-worthy” looks like for this specific query — not a generic template.
- Line-level gap analysis (not page-level guesswork): Section by section: what to add, what to remove, what to rewrite. If cited competitors cover audit reports in a 300-word section and your page mentions them in one line, Wellows spells out the fix — reverse-engineered from the URLs LLMs are citing.
- Internal linking that compounds the win: Wellows maps the supporting pages on your domain that should link to the optimized page, with recommended anchor text. LLMs follow the topical cluster and trust the page faster.
A useful frame for the difference: Otterly’s audit answers “is this page citation-ready?” Wellows’ Content Optimization answers a harder, earlier question: “which page should we be optimizing in the first place, and is there one we should be writing instead?”
I’m not arguing this is the only valid approach. If your team has a tight grip on which pages cover which topics, and you trust yourself to pick the right URL every time, Otterly’s brief-from-URL flow is faster. The cannibalization protection only earns its keep on larger domains where pages overlap, or on teams where multiple writers might independently target the same topic without realizing it.
Outreach, content generation, and the execution layer
Beyond optimization, there’s a second layer where the two tools diverge: what happens after you know which gaps exist.
Otterly’s post-tracking flow is mostly reporting and recommendations. The platform gives you GEO Optimization recommendations and Content Briefs, and on Standard and Premium the recommendation count is unlimited. The path from data → action assumes you have a content team and an outreach team somewhere else to actually execute.
The reporting layer is mature, with Google Looker Studio Connector available on Standard and Premium, unlimited brand reports, and a custom-report option for Agency Partners.
Wellows bundles more execution into the platform itself. Three pieces, specifically:
Outreach Opportunities with verified contacts. When the platform identifies an implicit citation opportunity — a page where a competitor was cited and you weren’t — it surfaces the source page, the verified contact email for someone at the publishing site, and a starting email template. The team still owns the outreach decision; the tool removes the research step. Outreach is unlimited across all Wellows plans.
KIVA, the AI writing agent. When the platform identifies a content opportunity, KIVA generates a publish-ready draft against a seven-step process: LLM Optimization, Social Discussion Detector, User Search Intent, SERP Visibility, LSIs and People Also Ask, Content Brief, Content Creator. Output is plan-gated: 2 pieces/month on Lite, 5 on Essential, 15 on Starter, 70 on Pro.
Strategic Monthly Calls. Every Wellows plan includes scheduled strategy sessions — 1 call on Lite, 2 on Essential, 3 on Starter, 5 on Pro. Otterly’s Enterprise tier includes Quarterly GEO Health Checks; the lower tiers don’t include strategy calls.
The trade-off here is real. Otterly’s lighter post-tracking footprint means less platform sprawl. Wellows’ bundled execution layer means fewer tool jumps but more product surface to learn.
For a solo marketer who has a writer on retainer and prefers Looker Studio reporting, Otterly’s leaner approach may be the better fit. For an agency running multi-client portfolios, the bundled outreach and content generation moves the work into the platform rather than the calendar.
| Capability | Wellows | Otterly |
|---|---|---|
| AI search tracking (multi-engine) | ✓ (5 engines, no Copilot) | ✓ (6 engines including Copilot) |
| Brand sentiment analysis | ✓ | ✓ |
| Competitor benchmarking | ✓ (up to 10, Essential / Starter / Pro) | ✓ |
| Daily monitoring | ✓ | ✓ |
| GSC integration | ✓ (all plans) | Not publicly listed |
| Looker Studio connector | — | ✓ (Standard and Premium) |
| AI Prompt Research tool | ✓ (Generate Prompts in-app) | ✓ (AI Prompt Research) |
| Multi-country / region support | 1 region (Lite), 2 (Essential), 5 (Starter / Pro) | 50+ countries (all plans) |
| Content audit / brief | ✓ (KIVA, plan-gated) | ✓ (Content Audit, unlimited on Standard / Premium) |
| Site-wide cannibalization scan | ✓ (Content Optimization, BETA) | — |
| Zero-URL content optimization | ✓ | — (requires URL input) |
| Line-level gap analysis from cited URLs | ✓ (20–50 URLs/prompt) | — |
| Internal linking suggestions | ✓ | — |
| Outreach contacts + email templates | ✓ (unlimited, all plans) | — |
| AI writing agent (full draft generation) | ✓ (KIVA, 7-step) | — (briefs only) |
| Strategic Monthly Calls | ✓ (1–5 by plan) | — (Enterprise only) |
| Free trial | 7 days | 14 days |
| Gartner / G2 recognition | Newer platform | ✓ Gartner Cool Vendor 2025, G2 4.8/5 |
Who should pick what
The buyer-fit version, without softening:
| If this describes you… | Pick Otterly | Pick Wellows |
|---|---|---|
| Team size and primary need | Solo marketer or small team whose top priority is to see where you stand across the broadest set of engines at the lowest entry cost. | Domain or portfolio where content cannibalization is a real risk and “which page should we optimize” is genuinely hard to answer. |
| Engine priority | Microsoft Copilot is a meaningful slice of your audience. | You need all five major engines (ChatGPT, AI Overviews, AI Mode, Perplexity, Gemini) bundled into the listed price without add-on math. |
| Reporting vs. execution | Your reporting setup runs through Looker Studio and you want a connector that drops into existing dashboards. | You want execution bundled into the platform — outreach, content generation, and Strategic Monthly Calls — not split across four tools. |
| Where the work happens | Your content and outreach work happens elsewhere — you have the team, you just need visibility data feeding into it. | You’re an agency running multiple client domains and want a citation-first methodology that shows which pages clients can earn and which they should write. |
| What signals matter | Brand recognition matters to your stakeholders. Gartner, G2, and OMR signals carry weight in your buying process. | The citation-vs-mention distinction matters to how you report progress — you want the actionable signal, not the lagging one. |
Read Related Articles
- Wellows vs Tryprofound: Wellows vs Tryprofound: AI Visibility Platform Comparison (2026)
- Wellows vs Rankability: Wellows vs Rankability: AEO Tool Comparison (2026)
- Wellows vs Peec AI: Wellows vs Peec AI Compared: What Each Platform Actually Does
- Wellows vs Promptwatch: Wellows vs Promptwatch: Which AI Visibility Platform Actually Grows Your Citations?
- Wellows vs Brandlight: Wellows vs Brandlight: Best AI Visibility Platform for Agencies
- Wellows vs ZipTie: Wellows vs ZipTie: Which AI Search Tool Fits Your Team?
- Wellows vs AIClicks: Wellows vs AIClicks: Which AI Visibility Platform Is Right for You?
- Wellows vs RankScale: Wellows vs RankScale: An Honest Comparison of Two AI Visibility Platforms (2026)
FAQ
Both are credible platforms in the AI visibility category. Otterly has stronger brand recognition (Gartner Cool Vendor 2025, G2 4.8/5) and broader engine coverage at the entry tier. Wellows has a citation-first methodology, broader bundled engine coverage at the mid and top tiers, and a content optimization workflow that scans your domain for cannibalization risk before recommending changes. The right choice depends on whether you need broad tracking (Otterly) or bundled execution with cannibalization protection (Wellows).
Yes. Microsoft Copilot is included across every Otterly plan (Lite, Standard, Premium, Enterprise). Wellows does not currently track Copilot — its five tracked engines are ChatGPT, Google AI Overviews, Google AI Mode, Perplexity, and Gemini.
No. Wellows’ Content Optimization workflow is zero-URL input. You select the prompts you want to be cited for, and the platform scans your entire domain to find the best candidate page to optimize. If no suitable page exists, it flags the opportunity as a new content requirement instead.
Before recommending any optimization, Wellows scans your domain for pages already covering the prompt’s topic. When multiple candidates exist, an intent and relevance scoring layer picks the single strongest page. You never end up with two pages competing for the same citation. If no suitable page exists, the opportunity is routed to Content Creation instead.
It measures citations — the share of total category citations your brand receives. A citation is defined as a mention of your brand inside an AI-generated answer, with or without a link. Wellows separately tracks explicit citations (direct link or brand mention) and implicit citations (the AI used a source that talks about a competitor for a topic where your brand could have been included). Most other platforms, including Otterly, use a mention-based Share of Voice methodology.
Yes. Both offer free trials. Wellows offers a 7-day free trial across all plans. Otterly offers a 14-day free trial.
Otterly includes Content Briefs and GEO recommendations across all plans (Standard and Premium include unlimited recommendations; Lite includes 3/month). Wellows includes Content Generation via KIVA, gated by plan: 2 pieces/month on Lite, 5 on Essential, 15 on Starter, 70 on Pro.
Both have agency programs. Otterly’s Agency Partner program adds more prompts (150 on Standard, 500 on Premium), unlimited workspaces, pitch workspaces, branded Looker Studio reporting, and co-marketing opportunities. Wellows supports multi-project setup across domains with per-country competitor management and bundled outreach and content generation. The right fit depends on whether your agency model prioritizes reporting depth (Otterly) or execution bundling (Wellows).
