Toniqe vs. AI chatbots
Last updated: 11 October 2026 · Toniqe Labs
With ChatGPT, Claude or Perplexity, the answer depends on how well you ask. Toniqe is built from the ground up for one job, so there is nothing to prompt: upload your ads, add your landing page link, and the report arrives in 6 to 13 minutes. No prompts to write, no back-and-forth, nothing to set up.
And every report stays: organised by brand and client, searchable, with the score tracked over time.
Side by side
| Asking an AI chatbot | Toniqe | |
|---|---|---|
| What you do | Write a prompt, read the reply, ask again | Upload your ads and add a page link. Nothing to write |
| What buyers say | Found when it searches, and summarised | Researched on Reddit, forums, review and Q&A sites, and quoted word for word |
| The landing page | Read from a link or a screenshot | Tested as a shopper on a phone and a desktop, through to the cart, with screenshots |
| The ad against the page | When you paste both and ask | Every promise the ad makes, checked against the page |
| Same inputs, same answer | The reply can change from one run to the next | The same ad, page and market return the same report |
| What you get | A chat reply | Ranked changes with evidence, the Toniqe Score (0 to 100), a PDF and a shareable link |
| Your brands and clients | Separate chats, organised by you | A page for each brand or client: its score over time, open issues from every report, and what to fix first |
| Finding past work | Scroll or search through old chats | Every report kept, searchable by campaign, client or page, sortable by score |
| Tracking progress | Notes you keep yourself | Score trend per brand, which clients improved or declined since their last report, and findings ticked off as fixed |
| Market research over time | Asked again each time | Kept per brand, showing which buyer concerns are new or no longer raised, and which competitors buyers name |
Use a chatbot
To brainstorm headlines, rewrite a paragraph, or get a quick second opinion on one idea.
Use Toniqe
When an ad gets clicks but no sales and you need to know why, without learning to prompt, and want every report kept, comparable and easy to find.
Try it free for 7 days, 5 reports, no card: request access.