Compare · checked October 2026
Humanswith.ai vs Otterly.AI: self-serve GEO audits or an operated content loop.
Otterly.AI offers the lowest entry price in the category — Lite at $29/mo for 15 prompts, Standard at $189/mo for 100 prompts, and Premium at $489/mo for 400 prompts with daily tracking — covering 4 base engines (with Google AI Mode and Gemini at +$9/$59/$149/mo each and Claude at +$29/$109/$439/mo as paid add-ons) plus on-page GEO audit recommendations. At the 100-prompt mark, Humanswith.ai Starter is $149/mo ($1.49/prompt vs. Otterly Standard's $1.89) and includes 1 governed article; our Growth ($1,497, up to 10 articles), Scale ($2,977, up to 20 articles), and Outlier ($4,977, up to 40 articles) tiers pair multi-engine tracking with end-to-end ContentOS production.
Otterly.AI offers the lowest entry price in the category — Lite at $29/mo for 15 prompts,
Standard at $189/mo for 100 prompts, and Premium at $489/mo for 400 prompts with daily tracking —
covering 4 base engines (with 
Google AI Mode and 
Gemini at +$9/$59/$149/mo each and 
Claude at
+$29/$109/$439/mo as paid add-ons) plus on-page GEO audit recommendations. At the 100-prompt mark,
Humanswith.ai Starter is $149/mo ($1.49/prompt vs. Humanswith.ai is our platform. Every Otterly.AI figure below comes from Otterly's official pricing page checked in October 2026. Where Otterly's $29–$489 self-serve plans are the better fit, we state that directly below.
Engines we scan
- ChatGPT
- Gemini
- Google AIO
- Google AI Mode
- Perplexity
- Copilot
Side-by-side matrix
Otterly.AI vs Humanswith.ai across 6 buyer dimensions.
Otterly does more than count mentions: it audits pages and gives on-page GEO recommendations. The difference is who executes those recommendations — your internal team on its own, or a governed 18-agent workspace operated for you.
| Dimension (October 2026) | Otterly.AI | Humanswith.ai |
|---|---|---|
| Published monthly plans | Lite $29 (15 prompts) · Standard $189 (100 prompts) · Premium $489 (400 prompts) · Enterprise custom (from 1,000 prompts); extra 100-prompt packs at $99 | Starter $149 · Growth $1,497 · Scale $2,977 · Outlier $4,977 · Custom quoted |
| Price per 100 tracked prompts | $189/mo on Standard ($1.89/prompt) or $193/mo equivalent on Lite ($1.93/prompt) | $149/mo on Starter ($1.49/prompt for 100 prompts, plus 1 governed article included) |
| AI answer engines in the base plan | 4 base engines (ChatGPT, Google AI Overviews, Perplexity, Microsoft Copilot); paid monthly add-ons for Google AI Mode & Gemini ($9 on Lite, $59 on Standard, $149 on Premium each) and Claude ($29 / $109 / $439) | Up to 6 global answer engines (ChatGPT, Perplexity, Gemini, Microsoft Copilot, Google AI Overviews, Google AI Mode), scanned 1–2×/month on standard tiers or weekly on Custom |
| Content production & Schema.org deployment | GEO URL audits and on-page recommendations (3/week on Lite, unlimited on Standard+); no article writing or deployment included | 1 to 40 fact-checked articles/month on standard tiers (40+ on Custom) via ContentOS + Schema.org JSON-LD + external distribution |
| API & MCP access | Excluded on Lite; starts at Standard ($189/mo, 2,000 requests) and Premium ($489/mo, 5,000 requests) | Full Workspace orchestrator, Hermes Visibility, ContentOS, and Content Publisher handoffs included across operated tiers |
| Verified B2B case study outcomes (Oct 2026) | Tracks prompt rankings and page audit scores | Birdview PSA (0.9% → 21.5% ChatGPT in 8 weeks, #1 of 12 PSA brands), Perfect Panel (73.96% mention, 19.67% owned-domain link rate), WEISAN (20.11% link rate), Raqma (564 cited domain links, 19.22% link rate) |
| Billing term, data portability & IP ownership | Self-serve monthly or annual subscription; audit exports and API on Standard+ ($189/mo); 0 content assets produced | Month-to-month (no annual lock-in); 100% client ownership of all articles, Schema.org JSON-LD, llms.txt files, and prompt maps from day one |
Birdview PSA (0.9% → 21.5% 
Perfect Panel (73.96% mention, 19.67% owned-domain link rate), 
WEISAN (20.11% link rate), 
Raqma (564 cited domain links, 19.22% link rate)How the billing units differ
$189 for 100 prompts + audits vs. $149 for 100 prompts + a published article.
Fifteen prompts is enough to test a single product feature, not a B2B category. Once you move to 100 prompts on Standard ($189/mo) and add Google AI Mode (+$59/mo), Gemini (+$59/mo), or Claude (+$109/mo), the monthly monitoring spend reaches $307–$416/mo while content writing remains on your internal backlog.
Every tier is built to close the gap between what the scanner finds and what the answer engine cites next month — from 1 article/mo on Starter ($149), up to 10 on Growth ($1,497), up to 20 on Scale ($2,977), and up to 40 on Outlier ($4,977).
Where on-page recommendations stop
Recommendations create a backlog. ContentOS ships the pages.
Otterly rightly does more than count mentions — it audits URLs for citation potential. The bottleneck for B2B teams is turning hundreds of recommendations into published, fact-checked comparison pages and third-party placements.
- Lock a non-branded baseline track 100–600 commercial discovery prompts with zero owned brand tokens.
- Map Turn 1–5 buyer drop-offs test where your brand loses the buyer across reviews, case proof, budget, and risk.
- Ship governed pages publish answer-first comparisons, pricing tables, and FAQPage JSON-LD through ContentOS.
- Verify owned-domain links confirm that AI engines attach clickable links directly to your domain.
Key differences & honest fit
Five reasons teams switch to a closed loop — and one reason to start on Otterly.AI.
100-prompt comparison
$149 with an article vs. $189 for tracking + audits
At the 100-prompt mark, Otterly Standard costs $189/mo ($1.89/prompt) for tracking and URL audits. Humanswith.ai Starter costs $149/mo ($1.49/prompt) for 100 prompts and includes a fact-checked article produced through ContentOS.
Engine add-ons
Google AI Mode, Gemini & Claude without per-engine add-on fees
Otterly includes four engines in its base plans and charges extra per engine: on Standard ($189/mo), Google AI Mode is +$59/mo, Gemini is +$59/mo, and Claude is +$109/mo ($416/mo total with all three). Our multi-engine tiers bundle the full engine set without add-on fees.
Execution loop
From GEO audit recommendation to published page
Otterly gives you GEO recommendations telling your writers what to fix. In Humanswith.ai, one Marketing Operator directs 18 AI agents to write the article, validate 10 quality gates, generate Schema.org JSON-LD, and publish.
Buyer survival
5-turn Conversation Gauntlet survival
In our 32-dialog Conversation Gauntlet benchmark, 60%+ of Turn 1 vendors vanished by Turn 5 when buyers asked for reviews, B2B case proof, and pricing. We engineer the exact assets that survive Turn 2–5 filters.
Link attribution
Owned-Domain Link Rate vs. unlinked mentions
Hermes tracks clickable links to your domain (19.22%–20.11% across our top B2B cohorts) separately from plain text mentions and flags unnamed ghost citations.
Honesty
When Otterly.AI is the better buy
If you only want to test 15 prompts for $29/mo across ChatGPT, Perplexity, Google AIO, and Copilot, or if your in-house team already writes 20–30+ articles a month and only wants an on-page audit checklist, Otterly.AI is the right self-serve tool.
Procurement & exit terms
Month-to-month billing. Everything shipped stays on your domain.
01 · Billing term
Month-to-month on every published tier
Both Otterly.AI and Humanswith.ai offer monthly billing on published plans. On Humanswith.ai you can upgrade, downgrade, pause, or cancel before the next monthly cycle without annual lock-in or early termination fees.
02 · Deliverable cadence
Fixed monthly output per tier
Instead of leaving GEO audit checklists in your backlog, each tier specifies the exact monthly deliverables: 100 to 2,000 non-branded prompts scanned on schedule and 1 to 40 fact-checked articles produced in ContentOS (40+ on Custom).
03 · Data & IP portability
100% work-for-hire ownership from day one
When you cancel a pure monitoring tool, you keep exported CSVs. On Humanswith.ai, every article, comparison table, Schema.org JSON-LD graph, curated llms.txt file, and prompt map published during your subscription remains permanently on your domain.
FAQ
Humanswith.ai vs Otterly.AI — common questions.
How much does Otterly.AI cost compared to Humanswith.ai in 2026?
Checked in October 2026, Otterly.AI publishes Lite at $29/mo (15 prompts, $1.93/prompt), Standard at $189/mo (100 prompts, $1.89/prompt), and Premium at $489/mo (400 prompts, $1.22/prompt) with daily tracking, plus $99 per 100-prompt add-on pack and paid engine add-ons (Google AI Mode and Gemini at $9/$59/$149/mo each; Claude at $29/$109/$439/mo). Humanswith.ai publishes Starter $149 · Growth $1,497 · Scale $2,977 · Outlier $4,977/mo: Starter ($149/mo) tracks 100 prompts ($1.49/prompt, 1 scan/mo) and includes 1 governed article; Growth ($1,497, up to 10 articles), Scale ($2,977, up to 20 articles), and Outlier ($4,977, 2 scans/mo, up to 40 articles) scale up to 2,000 prompts.
Which AI engines are included in Otterly.AI base plans?
Every Otterly.AI plan includes 4 base engines: ChatGPT, Google AI Overviews, Perplexity, and Microsoft Copilot. Google AI Mode ($9 on Lite, $59 on Standard, $149 on Premium), Google Gemini ($9 / $59 / $149), and Claude ($29 / $109 / $439) are sold as separate monthly add-ons.
Does Otterly.AI write articles or only audit existing pages?
Otterly.AI provides prompt research, daily visibility analytics, URL crawlability audits, and on-page GEO recommendations (3 per week on Lite, unlimited on Standard and Premium). Writing the articles, deploying Schema.org markup, and publishing to third-party hubs are not included.
When should a team choose Otterly.AI over Humanswith.ai?
Choose Otterly.AI if you want a $29/mo 15-prompt starter test, need daily rank tracking on 4 base engines, or already have a full in-house editorial and SEO team that just wants automated URL audit checklists.
What happens to our articles, Schema.org markup, and prompt data if we pause or cancel?
Everything stays on your domain and in your possession. All plans on Humanswith.ai are month-to-month with no annual lock-in. Every article, comparison table, Schema.org JSON-LD graph, llms.txt file, and non-branded prompt dataset produced in your Workspace is assigned to you under work-for-hire terms on delivery.
Want to compare on your own B2B buyer prompts?
We review your category's current mention share, owned-domain link rate, and 5-turn buyer conversation survival — and tell you plainly whether a self-serve Otterly plan or an operated closed loop fits your team.