Reviews & impact

Evidence of reach. Honest about what it proves.

Brenda & Frank grew from a prompt-built conversation between two analytical voices into a free tool with more than 103,000 recorded conversations across two versions. This page documents that history, its reach and its evidence boundaries.

103,624
recorded conversations
560+
platform ratings
4.8
rating on both versions
Organic
early growth without a formal launch

How Brenda & Frank found its people

It began before Custom GPTs existed.

Standard AI communication advice often defaulted to neutrality. It could flatten unequal power into a misunderstanding, overlook coercion and return the burden of “better communication” to the person already struggling to make sense of harm.

Nikkie began experimenting with prompts for a different kind of analysis. Brenda brought relational and emotional clarity; Frank examined behavioural patterns and what the language was doing. Their back-and-forth made the analysis more human, easier to follow and harder to dilute into a generic summary.

  1. 01

    Before Custom GPTs

    A two-voice framework

    Brenda & Frank first existed as a carefully developed prompt system rather than a standalone GPT.

  2. 02

    The first community

    Shared where the need was already visible

    Nikkie shared examples in a private support community for women experiencing coercive control and abuse. The response showed that other women wanted to use the framework themselves.

  3. 03

    Three days of building

    From prompts to a shareable GPT

    When Custom GPTs became available to paid ChatGPT subscribers, Nikkie spent three days turning the framework into a tool the community could access directly.

  4. 04

    Organic discovery

    No formal launch. No paid campaign.

    It spread through a direct link and community sharing; a QR code was later created to make passing it on easier. An early archive record shows 10,000 conversations, 100+ ratings and a 4.9 rating.

Creator records from the period also document feedback from users and contact from therapists and domestic-abuse professionals. Those accounts are qualitative evidence and are not presented as independent evaluation.

The platform record

Two versions. One continuous body of work.

Figures below are transcribed directly from creator-provided screenshots captured on 22 August 2026. Conversation counts are activity figures, not unique-user counts.

Original Brenda & Frank

98,449 conversations

4.8
rating
500+
ratings
Original Brenda and Frank GPT listing showing a 4.8 rating from more than 500 ratings and 98,449 conversations
Original-version platform listing, captured 22 August 2026.

Brenda & Frank v2

5,175 conversations

4.8
rating
60+
ratings
Brenda and Frank v2 GPT listing showing a 4.8 rating from more than 60 ratings and 5,175 conversations
V2 platform listing, captured 22 August 2026.

What changed between versions

V2 is a continuity break—not a demand comparison.

The original did not simply “stop working”. Around the time Nikkie’s personal subscription briefly lapsed, it remained published on her account but disappeared from public GPT Store discovery and became trapped in an unresolved publishing and access loop. Nikkie could still reach it; most other people could not. The cause was never established.

V2 had already been in development for several months and was released earlier than planned. It required a new link, while the original conversation history, ratings and existing user threads could not move across or continue in the replacement.

The Brenda & Frank Facebook page was then the only direct route available for telling people where the project had gone. Many original users did not know that page existed, so v2 has had to be discovered again gradually. Its smaller current total records a disrupted migration and loss of distribution continuity—not a like-for-like fall in interest.

Patreon notification stating that Crime Analyst recommended Brenda and Frank to its fans
Creator-provided record of the Patreon recommendation, 27 August 2026.

Professional recognition

Recommended by Crime Analyst.

On 27 August 2026, Patreon notified Brenda & Frank that Crime Analyst had recommended the project to its members.

“The more we talk about coercive control and gaslighting the better. It helps people understand their own experiences and helps regarding spotting the signs early.”
A selective recommendationAt the time, Crime Analyst’s page showed only three creator recommendations in total. Brenda & Frank was one of them.

Brenda & Frank had recommended Crime Analyst previously. Crime Analyst’s recommendation back was a separate, explicit endorsement. Crime Analyst is led by Laura Richards, a former New Scotland Yard criminal behavioural analyst and international expert on domestic violence, stalking, sexual violence, homicide and risk assessment.

About Laura Richards and Crime Analyst

In users’ own words

A large review archive is being prepared—with consent built in.

Brenda & Frank has received extensive feedback publicly and through private messages. Reviews will be added here in stages, anonymised and used only on an appropriate permission basis.

Public feedback

Public Facebook-page reviews

Existing public reviews may be shared here anonymously, with identifying details removed.

Direct messages

Permission before publication

Anyone who sent feedback privately will be contacted directly before their words are used.

New submissions

A fresh call for reviews

The Facebook community will be invited to contribute feedback specifically for anonymised publication.

Review collection is now under way.Permission-cleared anonymised quotations will appear here as they are ready.

Evidence boundaries

What this evidence shows—and what it does not.

It does show

  • Substantial recorded use across two versions
  • A consistent 4.8 platform rating
  • A body of voluntary qualitative feedback
  • Strong signals that the tool is relevant to users

It does not yet show

  • How many conversation records represent unique people
  • Clinically measured outcomes or therapeutic efficacy
  • An independently evaluated account of benefits and risks
  • That every user has the same experience

Independent evaluation of benefits, limitations, differential impact and risks remains a core funding priority.

Keep the core tool free

Support careful development, evaluation and long-term stewardship.