Otterly vs Rankscale vs Trakkr: Three Published Price Ladders Compared at Equal Volume

A few AI visibility vendors still make you sit through a call before they'll tell you what anything costs. Conductor routes every tier to sales, and Profound publishes no base price, only a free trial, a custom Enterprise quote and some agency add-ons. Otterly, Rankscale, and Trakkr don't, and neither do Peec AI, Goodie or AthenaHQ. With these three, every self-serve tier and price sits right on each vendor's own pricing page.

That makes this a comparison you can actually run the math on, instead of booking three demos and comparing vibes afterward. And the math matters more than usual here, because these three vendors meter completely differently from each other. Otterly sells tracked search prompts, then charges extra for anything past its four default engines. Rankscale sells credits, with no engine add-ons but a different credit rate per engine. Trakkr sells brands, with 50 prompts a day per brand (more in paid packs) and all eight of its named AI models included no matter which ones you actually read. Line up the sticker prices (Otterly from $29, Rankscale from $20, Trakkr from $100) and Otterly looks like the easy winner. Run the same prompt volume and the same engine coverage through all three, and the order flips. For the wider category this collection covers, see our AEO tools roundup, which prices twelve monitoring and optimization platforms the same way: against real usage, not the headline rate.

TL;DR

What Each Tool Actually Is

All three sit in the same AI visibility category: software that tells you whether ChatGPT, Claude, Gemini, and the rest mention your brand, and how often. But they're built for different buyers, and that shows up in how each one chose to price itself.

Otterly pitches itself as the transparent option, and it earns the label. Every number, including every add-on, sits on the pricing page with no asterisk pointing to a sales call. It's the tool for a team that wants to see the whole bill before it types a credit card number in.

Rankscale pitches breadth: track as many engines as you want without ever hitting a per-model upsell wall. The tradeoff is that you're managing a credit budget instead of a simple prompt count, and the credit rate differs by engine, from 0.25 for ChatGPT to 2 for Claude. Essentials, its cheapest tier, doesn't even state how many credits your $20 actually buys.

Trakkr pitches simplicity for agencies: one flat number, every model included, a brand-based unit that matches how an agency actually thinks about its client roster. Its own homepage puts the contrast directly: other tools hand you a dashboard, Trakkr hands you a playbook of prioritized actions instead of a chart to read.

Pricing, As Published

Normalizing Three Different Metering Models

Before any of these numbers mean anything side by side, you have to convert them to the same unit, because none of the three sell the same thing. Otterly sells tracked prompts and bills separately for engines past its default four. Rankscale sells credits that burn against whatever engine and prompt combination you run. Trakkr sells brands, each one carrying 50 prompts a day across all eight of its named models at once, with paid packs for more.

A "check" is the common denominator used throughout this article: one tracked prompt, run against one AI engine, one time. Everything below converts to that unit so a real comparison is possible.

The Real Question: What Does Equal Coverage Actually Cost?

Otterly's Add-On Math

Otterly's headline price only buys four fixed engines: ChatGPT, Google AI Overviews, Perplexity, and Microsoft Copilot. You can't swap any of them out for something else. If the engine you actually need is Claude, which a growing share of enterprise buyers specifically ask about by name, you're not trading one of the free four for it. You're paying on top of the base price for it, every month, at every tier.

Buying Claude and Gemini doesn't let you drop Google AI Overviews or Microsoft Copilot either. You keep paying for those two whether you use them or not, since the base four are bundled as a fixed set, not a menu. The real finding sits in the bolded row above: Otterly's honest cost for a standard 4-engine want list is $67 a month at the entry tier, more than double the $29 sticker price everyone quotes.

Rankscale's Credit Math

Rankscale doesn't charge an add-on fee per engine, but its credit pool still has to stretch across however many engines and prompts you're tracking, and the rate differs by engine: its credit calculator lists ChatGPT, Perplexity, Gemini and AI Mode at 0.25 credits per check, DeepSeek at 1 and Claude at 2, eight times ChatGPT. Our 4-engine want list is ChatGPT, Claude, Gemini and Perplexity, so each prompt costs 2.75 credits per daily run. Here's what each tier buys at that rate, with the all-0.25 baseline alongside.

Modeled from Rankscale's own published credit allotments and the per-engine rates in its credit calculator (0.25 for ChatGPT, Perplexity, Gemini and AI Mode; 1 for DeepSeek; 2 for Claude), read on rankscale.ai/pricing on 6 October 2026. Daily checking is assumed. AI Overviews and Copilot are listed as GUI engines with no rate shown, so a list that includes them can't be priced from the page.

The Crossover Table: Who's Actually Cheapest at Each Volume

Put Otterly's add-on math, Rankscale's credit math, and Trakkr's per-brand price and prompt packs next to each other at the same prompt volume and the same 4-engine want list (ChatGPT, Claude, Gemini, and Perplexity), and the cheapest option changes hands as volume climbs.

Rankscale rows use 2.75 credits per prompt per day (ChatGPT, Gemini and Perplexity at 0.25 each, Claude at 2). Trakkr's base of 50 prompts a day per brand applies on both Growth and Scale, so adding brands never raises a single brand's ceiling; only prompt packs do.

Three crossover points, stated plainly. Otterly wins only below roughly 15 to 20 prompts a day on a narrow want list, because its base price is genuinely the cheapest sticker in the category and the add-on tax hasn't compounded yet. Trakkr wins from about 50 prompts a day, where its flat $100 undercuts both rivals and still hands you twice the named engines for the money, and it keeps winning as you add packs: $139 for 100 prompts, $199 for 250. Past 250 prompts on one brand, Trakkr's published ladder ends and Enterprise starts at $1,000, which leaves Otterly's $1,077 as the only price you can read off a page at 400. Rankscale doesn't win a row here because the list includes Claude at 2 credits a check. Drop Claude, or check weekly, and the picture changes, as the cadence section below shows.

Engine Coverage: What Each Vendor Actually Names

Grok and Meta AI are the two gaps that separate these tools. Trakkr names both, Rankscale's pricing page now names Grok and lists Meta's Muse Spark among its API engines, and no amount of Otterly add-on spending gets you either, since Otterly simply doesn't track them at any tier or any price. Rankscale's page still backs a vaguer "17+ engines" claim with a partial list, so if a specific engine matters to your brand, ask Rankscale to confirm it before you buy rather than assuming "17+" covers it.

Sampling Cadence

Rankscale's flexibility cuts both ways, and it's worth weighing against the crossover table above. Checking a prompt weekly instead of daily stretches a fixed credit budget roughly seven times further, which makes the Rankscale numbers in this article a floor on value, not a ceiling. At weekly cadence, 100 prompts across the Claude-inclusive 4-engine list need about 1,190 credits a month, which fits inside Pro's 1,200 at $99, against the $780 Enterprise plan the daily table requires. If your brand doesn't need daily freshness on every tracked prompt, Rankscale's real cost per useful check drops well below what the equal-cadence table shows. Otterly and Trakkr both fix their cadence to daily on every tier, so neither offers that lever at all, for better or worse.

Seats, Export, and API

The Agency Case: Multi-Brand Math

Running the numbers on a specific agency scenario shows where the real crossover sits, and it isn't where the sticker prices suggest.

Modeled from each vendor's own published pricing and allotments, read 2 to 6 October 2026. Assumes all 10 brands run the same volume and the same 4-engine want list, with Claude at Rankscale's 2 credits per check.

With Claude on the list, Trakkr Scale's flat $500 is the cheapest of the three at both volumes, and Rankscale needs an Enterprise plan plus a top-up just to reach the first one. Take Claude off the list and the same 150 prompts a day cost about 3,400 credits, which fits Growth at $385, and Growth carries white-label dashboard links, so Rankscale becomes a real alternative for a smaller client roster. Either way, Trakkr is the one built around the brand as its unit, and that combination, not the raw per-check math alone, is why agencies and multi-brand teams are Trakkr's genuine lane rather than a line from its marketing copy. For the wider gap Trakkr's own two-tier ladder leaves between $100 and $500, our best Trakkr alternatives guide covers 11 more options priced against that same jump.

When Otterly Is the Right Call

Otterly fits a team that wants to see every dollar before it commits to anything, and specifically a team whose engine wishlist is narrow and whose volume is genuinely low. Below roughly 15 to 20 prompts a day, Otterly's $67-a-month entry cost (Lite plus Claude plus Gemini) beats both rivals outright, and there's no sales call anywhere on its ladder, not even at Enterprise where a specific starting volume is still named in public. The honest limitation is the one this whole article turns on: the $29 you'll see quoted everywhere buys exactly four fixed engines, and Grok and Meta AI aren't reachable at any price, so a brand that specifically needs those two should look elsewhere regardless of volume. If Otterly's add-on tax is the dealbreaker, our best Otterly alternatives guide prices 11 more options the same way this article does, at equal coverage rather than the headline rate.

When Rankscale Is the Right Call

Rankscale fits a team that wants a long engine list without managing a per-model add-on bill, and especially one that can check weekly or can leave Claude off the list. Its flexible hourly-to-monthly cadence is the only lever in this comparison that lets a buyer stretch a fixed budget further without changing vendors: at weekly cadence, 100 prompts on the 4-engine list fit inside Pro's $99. Pro also carries 10 brand dashboards and unlimited seats, and Growth adds white-label dashboard links. The honest limitations are the credit weights and Essentials. At daily cadence with Claude on the list, Rankscale lost every row of our equal-coverage table, because Claude costs 2 credits a check against 0.25 for ChatGPT. And the $20 entry tier doesn't publish a credit count, so you genuinely cannot compute its real floor price before signing up, which is the one place Rankscale's transparency claim doesn't fully hold. Our best Rankscale alternatives guide covers 11 more options compared on that same equal-coverage basis.

When Trakkr Is the Right Call

Trakkr fits two buyers cleanly. The first is anyone tracking one brand at roughly 50 to 250 prompts a day, where a flat $100 plus a prompt pack (up to $199) beats both rivals while bundling twice the named engines. The second, and the more durable one, is an agency running several client brands that needs white-labeled reporting handed to those clients: Otterly doesn't list that feature at any tier, and Rankscale only offers white-label dashboard links from Growth at $385. The honest limitation is the ceiling: packs stop at +200 prompts a brand, so a single brand that needs more than 250 prompts a day has to talk to Trakkr about Enterprise, from $1,000 a month.

Decision Framework

What to Do Next

Write down two numbers before you look at another pricing page: how many prompts a day you actually need tracked, and which specific engines your buyers use. Everything above only resolves once you have both. If your number is under 20 prompts a day on a handful of engines, start with Otterly's Lite tier and price out the specific add-ons you need rather than assuming the $29 sticker is the real cost. If you're running one brand near or past 50 prompts a day, price Trakkr Growth plus a prompt pack first, then run Rankscale's credit math against your actual engine list, since Claude changes the answer. And if you're managing several client brands and need to hand any of them a branded report, Trakkr Scale is the one built around that job, and Rankscale Growth is the cheaper alternative if Claude isn't on your list. If Peec AI, not Trakkr, is your third name, Peec AI vs Otterly vs Rankscale keeps Otterly and Rankscale and swaps in Peec AI's pick-3-models ladder, which changes the answer once Claude is required.

If you're also weighing vendors that sell AEO as an agent or as an add-on to a larger platform, Profound vs Peec AI and Semrush AI Visibility Toolkit vs Ahrefs Brand Radar (Semrush is now an Adobe company) cover two more pricing structures in the same space. If what you actually need is a citation tracker rather than a general visibility dashboard, best LLM citation tracking tools narrows the field further. And if you're weighing a tracking subscription against paying a vendor to place your brand in third-party content instead, Noble vs Anchorial and best AI citation placement services cover that different purchase, which none of the three tools above are built to be measured against. How to measure AI visibility is a good last read once you've picked a vendor and need to know what to actually track.