Weekly digest by email
What your competitors changed, where you stand against the panel, what they mailed their users. One mail, read in two minutes.
Built and sent with each data refresh; weekly for pilot accounts.
See a sample digestThe panels do not see this market.
App-store panels count apps. Most adult companion revenue runs through the web, behind age gates and credit packs, where traffic panels guess and market reports profile the wrong companies.
We look from the user side: real accounts, real cards, the same test wording on every platform, every price checked word for word against the live page.
It comes to you
Nobody has time for another dashboard. The findings arrive by email and in a call; the dashboard is there so you can check every one of them.
Quarterly review call
We walk your team through the findings and take your questions into the next test runs.
Part of every pilot.
Teardown report
Your platform and up to five competitors through the full protocol, written up with the evidence.
On order, as a one-time project.
See the offersDashboard for the evidence
Every line of the digest leads here: transcripts, price pages, dates and the tables behind each figure. Log in when you want to check something.
Live. The demo shows every module with sample data.
Open the demo dashboardModules
See them in the demo 10 modules, each for one decision
Ordered by the decision they feed on your side, from conversion and pricing to retention, risk and acquisition. Each module says what data stands behind it today.
Partial data
Conversion
Funnel & Checkout
Where competitors win or lose the user between first click, paywall and checkout.
- Steps to the first message and when the paywall appears
- Checkout: upsells, billing descriptor, renewal, cancellation path
- Re-engagement emails: cadence and offers
Billing descriptors for 13 platforms and measured free limits; 15 provider newsletters received.
Live data
Pricing
Pricing & Token Economics
What a user really pays per image, video, call minute and message.
- Plans, intro offers and credit packs per platform, verified against the live page
- Effective cost per action across the market
- Promotion calendar and price history
Prices for 21 platforms verified verbatim from their pricing pages; credit costs for 18; archive back to 2023 for 25.
Live data
Retention
Hands-on Benchmark
How your product holds up when someone actually pays, uses it and comes back.
- 18 criteria from roleplay and memory to image, video, voice and calls
- Memory recall after 10 tasks, 30 tasks, in a new chat and a day later; reply times per platform
- Every score with its rationale and the transcript excerpt behind it
14 platforms scored from paid test runs with fixed protocols since October 2026. A 28-day relationship test starts on 16 November 2026; no results yet.
Partial data
Risk
Moderation Map
Who allows what, per medium: the line your payment and compliance partners ask about.
- Explicitness level 0–4 for text, image, video and voice
- Refusal style: redirect, character break or system filter
- Quarterly re-runs that show who tightened or loosened
One run of the limits protocol per tested platform; quarterly re-runs are planned, not running yet.
Partial data
Acquisition
AI Answer Visibility
Which platforms ChatGPT, Perplexity, Gemini and Google's AI Overviews name when buyers ask.
- Share of AI answers that name or cite each brand, on questions without a brand name
- The same questions on Google: AI Overview and top 10
- The sites the answers rely on, so you see who shapes them
One run on 8 November 2026: 94 questions on Google in the US and Germany and 260 answers from ChatGPT, Perplexity and Gemini with web search.
Live data
Speed
Change Alerts
New features, price moves and promotions the week they ship.
- In your weekly digest by email, for every competitor in your panel
- Type and source of every change, with the date we saw it
- Every change re-checked against the live page before it is reported
95 pages of 33 platforms checked daily (homepages, pricing, blogs, feeds, newsletters) since October 2026.
Partial data
Roadmap
Models & Features
Which chat, image and video models competitors run, and what each feature delivers.
- Chat models side by side: time to first word, reply length, how far each one goes, credit cost
- Image and video models: generation time, cost, sound, whether the character's face is kept
- Feature map: offered, missing or untested, with the measured result behind each
Model comparisons for 5 platforms from paid runs; feature status for all 14 tested platforms.
Live data
Positioning
Demand Signals
What buyers look for, by brand, feature and market.
- Share of brand search in the US and Germany, month by month
- Search demand by feature and preference
- Interest by category from bot-filtered reader clicks; community size and sentiment
Share of search for 26 brands and 21 feature and preference clusters, US and Germany, monthly to September 2026; click data since 2025; 22,700 classified community posts.
Partial data
Catalogue
Character & Content Trends
Which characters and archetypes users choose.
- Catalogue size and new characters per week
- Archetypes, styles and kinks that gain or lose
- Most popular characters per platform
Weekly popularity of 248 characters on 9 platforms since 26 October 2026.
Planned
Distribution
Affiliate Visibility
Which platforms affiliates push, where, and through which network.
- Share of voice on the review sites that rank for money keywords
- Positions and networks per platform, month by month
- Public programme terms side by side
Building blocks exist: tracking patterns for 13 networks, keyword and ranking data. The crawl is not running yet.
Free research, paid detail
The State of AI Companions report on cyberliebe.com/research stays free and citable: the market in aggregate, once a quarter. Intelligence names the platforms, updates weekly and shows the evidence.
| Module | Free on cyberliebe.com | Intelligence |
|---|---|---|
| Funnel & Checkout | Not published per platform. | Full funnel teardown per competitor with screenshots and timings. |
| Pricing & Token Economics | Median entry price, price bands and discount depth across the panel, quarterly. | Named platforms, weekly price history, cost per action index, promotion calendar. |
| Hands-on Benchmark | Overall score and summary per platform in the cyberliebe.com reviews; panel medians in the quarterly report. | Criterion matrix across all platforms, evidence and transcripts, score history, your own platform in the panel. |
| Moderation Map | Aggregate shares only, for example how many platforms allow explicit text. | Per-platform matrix, refusal style, changes between runs, the prompts and replies behind each level. |
| AI Answer Visibility | Market-level shares in the research on cyberliebe.com, for example how often an AI Overview appears. | Share of voice per brand and model, the cited sources, your platform against the panel, run by run. |
| Change Alerts | A short news ticker on cyberliebe.com for changes that matter to users. | Full change log per competitor, the weekly digest, filters by type. |
| Models & Features | Selected model findings in the cyberliebe.com reviews. | All model measurements per platform, feature map across the panel, changes between runs. |
| Demand Signals | Quarterly category shares and search trends in the State of AI Companions report. | Monthly series per brand, feature and market; sentiment per platform. |
| Character & Content Trends | Catalogue sizes and a few popular characters on cyberliebe.com. | Weekly trends by archetype, style and platform. |
| Affiliate Visibility | Public programme terms (revenue share, CPA) as a reference table. | Share of voice, positions and networks per competitor, monthly trend. |
Method
How we collect.
Funnel & Checkout
Recorded sign-up and purchase on real cards, newsletters collected from test accounts.
Pricing & Token Economics
Daily snapshots of pricing pages, every amount must appear verbatim; credit costs measured in paid test runs.
Hands-on Benchmark
Paid accounts, scripted test conversations with fixed wording, every score written with its rationale and evidence.
Moderation Map
A fixed escalation ladder in English, same wording on every platform, rated on one scale.
AI Answer Visibility
A fixed list of buyer questions by intent, one answer per question and model with web search on; a brand counts when it is named or cited.
Change Alerts
Content hashing of each source; a change counts only if it is new against the last 14 snapshots and still there on a recheck, then an AI review filters noise and repeats.
Models & Features
The same scene replayed in every chat model; image and video models run with the same prompt and reference.
Demand Signals
Search volumes via DataForSEO, bot-filtered click data from cyberliebe.com, community posts classified with a shill filter.
Character & Content Trends
Weekly read of public character lists and profile pages, normalised into a popularity index.
Rules
Independent by design.
Cyberliebe reviews these platforms in public. Selling data to the same companies only works with fixed rules, and we publish them.
- Scores on cyberliebe.com are never for sale. Clients get no say in ratings or rankings, and a paid placement never changes a score.
- We do not sell affiliate commissions, conversions, revenue or any personal data. Clicks and community data are shared only as aggregates.
- Products we run ourselves are excluded from every panel.
- Every figure carries its date and method, and what we did not test is marked as not tested.
Start with a pilot
Pilot pricing on request. Billed by invoice; card payment follows with the subscription.
One-time
Competitive Teardown
Your platform and up to five competitors through the full protocol: benchmark, models, pricing and cost per action, moderation, funnel and checkout. Written report with evidence, plus 90 days of dashboard access.
Subscription
Market Pulse
The weekly digest by email, a quarterly review call, and the dashboard with every module as it goes live. Monthly or yearly.
Quarterly report
State of AI Companions Pro
The full quarterly market report for strategy teams, advisers and investors: methods, panel data and named platforms, beyond the free edition.
Talk to us about a pilot.
Tell us your platform and the competitors you watch.
Questions
Who is behind this?+
Cyberliebe, the review and research site for AI companion platforms. The same team runs the tests published on cyberliebe.com.
Can you test my own platform?+
Yes. In a teardown we test your platform with exactly the protocol we use for competitors, so the comparison is fair.
Does buying influence our score on cyberliebe.com?+
No. Clients get no say in ratings or rankings, and the rules on this page are published for that reason.
Do I have to log in to use it?+
No. The weekly digest arrives by email and carries the findings. The dashboard is where you check the evidence behind a line, when you want to.
How fresh is the data?+
Pricing pages and change alerts daily, tests per run with the test date shown, moderation and funnel per teardown. Every figure shows its date.
Why is a module marked partial or planned?+
We list what we collect today and what is not running yet. A planned module starts with the first pilot clients who need it.