OctiAI
OctiAI rewrites the instruction you already use into one focused, target-aware prompt for ChatGPT, Claude, Codex, Cursor or Gemini, then optionally records how the two results actually compared on the same real task.
What is OctiAI?
OctiAI is a browser workspace built around a deliberately narrow idea: instead of generating a dozen prompt variants, it returns one more explicit rewrite of the instruction you already use, and then helps you check whether that rewrite actually produced a better result.
You describe the instruction you use today, the result you want, the artifact you expect and any non-negotiable constraints. Before your real task is added, you pick a target: ChatGPT, Claude, Codex, Cursor, Gemini, or a generic Other. The choice matters, because the tool records a different configuration snapshot for each one, model, settings, tools and memory state for ChatGPT, project context for Claude, reasoning setting and workspace for Codex, repository context and rules for Cursor. What comes back is a single challenger prompt carrying variable slots such as task input and current context, so your confidential material never has to pass through the public page.
The second half is where OctiAI differs from a wording tool. It never executes anything. You copy the challenger, run it yourself in the named target, run your original the same way, and import both complete outputs, pasted exactly as they appeared, or one still image of up to 8 MiB. You then tick four attestations: same target, model, memory and settings; a fresh or faithfully cloned starting state; complete results with no manual edits; no settings changed between runs.
Judgement is split on purpose. You first answer whether each result was usable without major reconstruction, and only then express one preference, A, B, a tie, or neither. Which output came from the rewrite is revealed after you have decided. What is retained is the selected artifact, the exact prompt behind it, the declared target snapshot and your answers.
The product is candid about its own limits, stating that it does not independently verify any external output and that one comparison records one task rather than general reliability. Paid tiers add prompt versioning, an in-product co-pilot, context engineering features and shareable Workflow Links.
What it does
- Turn a vague instruction into one explicit, ready-to-copy prompt in a single pass
- Tailor that prompt to the AI you actually use, from ChatGPT to Cursor
- Run the original and the rewrite yourself on the same task, then import both complete outputs
- Judge each result's usability before expressing any preference between them
- Keep the result you selected together with the exact prompt that produced it
- Save prompts and track their versions as the work comes back
- Share a reusable Workflow Link with someone else (Pro plan)
When to use OctiAI / When not to
A quick filter to help you decide if OctiAI is the right fit.
When to use OctiAI
- Daily users of ChatGPT, Claude, Codex, Cursor or Gemini who keep rewriting the same vague instruction
- People who need to justify to a team why one prompt was kept rather than another
- Freelancers and solo operators who want a sharper instruction without adding a heavy tool to their stack
- Marketing and product people preparing decision-led deliverables such as launch plans or launch notes
- Developers who want a more explicit brief before running it in Codex or Cursor
When not to use OctiAI
- Organisations that need a contract: the vendor publishes no terms of service, no privacy policy and no DPA
- Anyone who has to pass a GDPR, procurement or security review before adopting a tool
- Teams looking for automation, since OctiAI never runs a prompt for you
- Anyone expecting statistical proof of quality: one comparison covers one task and nothing beyond it
- Multimedia work, as only text, code or a single still image can be imported per run
How to use OctiAI
A typical end-to-end flow, from setup to results.
- Open the workspace and enter the instruction you use today, the result you want and your non-negotiable constraints
- Choose the artifact you expect, text and code or a single still image
- Name the target you will actually run the prompt in, before any real task content is added
- Create an account with an email address and a password; until you sign in, the draft stays in the browser tab only
- Receive one focused challenger with its task and context slots, and copy it
- Run the challenger yourself in the named target and answer whether the result was usable without major reconstruction
- Open a matched comparison only if the task deserves more evidence
- Run your original prompt in the same target, keeping the same model, settings, memory and starting state
- Import both complete outputs exactly as they appeared, and tick the four attestations about the run conditions
- Record usability for each result, then express one preference; the origin of each output is revealed afterwards
Pros & Cons
Pros
- Unusually honest framing: the product states plainly that it verifies nothing itself and that one comparison proves one task
- Separating usability from preference stops you from confusing what you liked with what you could actually use
- The origin of each result is hidden until after you have judged it, which limits confirmation bias
- The target snapshot is genuinely specific per tool, down to memory state, project context or repository rules
- Nothing to install and no API key: it runs in the browser, and you can draft before creating an account
- A permanent free preview with no checkout, rather than a countdown trial
- Low paid entry point at 8 USD per month
Cons
- No terms of service, privacy policy, refund policy or legal notice anywhere, on a service that charges monthly
- No identifiable publisher: no company name, address or country, only a bare copyright line in the footer
- No way to reach anyone, with no contact page and no email address on either domain
- Prices are invisible on the site itself and readable only through a public billing endpoint
- Nothing is published about hosting, retention, data ownership or model training
- The real work falls on you: two manual runs, copy-paste of both outputs and four attestations to tick honestly
- One still image per run, with no video, audio or file support, and no mobile app or public API
Pricing & Plans
A permanent free plan is available: the Result-first preview requires no checkout. The cheapest paid plan is Simple at USD 8 per month. Billing is monthly only, handled through Stripe, and no annual option is offered. These amounts are not published on any pricing page; they are served by the vendor's own public billing endpoint and are also shown in the subscription screen once an account exists.
- Result-first preview only
- no checkout required
- workspace access
- instant
- balanced and thinking models
- prompt versioning for saved prompts
- bonus usage margin
- OctiAI co-pilot
- swift and genius models
- context engineering features
- monthly extra prompts
- 1
- 000 prompt allowance
- everything in Plus
- higher usage margins
- monthly extra prompts
- shareable Workflow Links
- 2
- 000 prompt allowance
Data, GDPR & hosting
A consolidated view of how OctiAI handles your data.
GDPR overview
OctiAI makes no GDPR statement at all. This is silence, not a denial: the site never claims compliance and never rejects it. The terms GDPR, data protection and sub-processor return zero matches across the marketing bundle and the ten application chunks, no Article 27 representative or data protection officer is named, no Data Processing Agreement is offered, no hosting country or region is declared, and no privacy contact address exists. Because the platform records compliance only when a site explicitly claims it, that silence is recorded as non-compliance here. A European user has no published basis on which to assess lawfulness, retention, transfers or how to exercise any right, and no address to write to.
Who owns the data?
Nothing is stated. OctiAI publishes no terms of service and no privacy policy, and their absence was verified rather than assumed: the usual legal paths return a genuine 404 on both the marketing site and the application, and the words terms, privacy and legal appear nowhere in either JavaScript bundle. No clause therefore defines who owns your original instruction, the generated challenger, the outputs you import, the target snapshot you declare or your saved prompt versions, nor what the vendor may do with them and with whom. Before you sign in, the draft stays local to the browser tab. Everything after that point is undocumented, on a service that charges a monthly subscription.
Reuse rights
No document sets out what the vendor may do with what you enter or import, and none grants or restricts your own reuse of it. There is no statement, in either direction, about whether prompts, imported outputs or comparison records feed model training, and no opt-out is documented anywhere. The underlying models are referred to only by in-house labels such as instant, balanced, thinking, swift and genius; no provider is named and no subprocessor list is published. Stripe is the single third party the product identifies, and only as the payment step. In practice, treat anything you paste into OctiAI as material governed by no published rule.
Data retention & training
Hosting summary
The vendor declares nothing about hosting. No country, region, provider or jurisdiction is named anywhere on the marketing site or in the application, and there is no privacy policy, security page or subprocessor list in which such a statement could appear. What can be observed from outside, and should be read as observation rather than a commitment from the publisher, is that the marketing site, the workspace application and the API all resolve to a single address operated by Hostinger and geolocated in Phoenix, United States, served by nginx behind a Next.js front end and an Express back end. That means one shared server for all three services. Users subject to European data protection rules have no published basis on which to assess where their prompts, imported outputs and comparison records are stored, whether any transfer takes place, or under which jurisdiction a dispute would fall.
Things to keep in mind
Risks and trade-offs to weigh before adopting OctiAI.
- A paid subscription with no contract at all: no terms, no privacy policy, no refund policy and no legal entity to hold to anything
- No publisher and no contact channel, so there is no one to write to if billing, access or your stored content goes wrong
- Prices are not visible on the site and are readable only through a public billing endpoint, which can change without notice
- Nothing is published about hosting, retention or model training, so anything you paste in is governed by no stated rule
- The whole marketing site, the application and the API sit on one shared server, with no status page and no availability commitment
- The evidential value of a comparison rests entirely on your own honesty when ticking the attestations, as the vendor itself points out
- Treating one recorded comparison as proof that a prompt is better is exactly the mistake the product warns against; it covers a single task
Setup & Integrations
Technical difficulty
Technically trivial: nothing to install, no extension and no API key, with an email and password account and the option to draft before signing up. The real difficulty is methodological. You have to run both prompts yourself in the external tool, keep the model, settings, memory and starting state identical between runs, paste each output back in full without editing, and attest honestly that you did so. Anyone careless about those conditions will produce a record that looks rigorous and proves nothing.
Deployment
Behind OctiAI
Resources
All the official URLs gathered for verification and reference.
Frequently asked questions
Does OctiAI run the prompts for me?
Which AI tools does it work with?
How much does it cost?
Is there a free trial?
Is my data used to train AI models?
Where is my data hosted?
Who is behind OctiAI?
Are there terms of service or a privacy policy?
How do I contact support?
Is there an API or a mobile app?
Should you pick OctiAI?
OctiAI is a real, working product with a genuinely interesting premise and an alarming lack of paperwork. The premise first: rather than polishing wording, it forces the vague part of a request into the open, returns one explicit rewrite tied to the AI you actually use, and then asks the only question that matters, whether the result was usable. Splitting usability from preference, and hiding which output came from the rewrite until after you have judged, is more methodological care than most tools at this price show. The product is also refreshingly clear about what it does not do: it executes nothing, verifies nothing, and states that one comparison records one task rather than general superiority.
The paperwork is where it falls down, and the gap is wide. There is no terms of service, no privacy policy, no refund policy and no legal notice. No company is named, no address is given, no country is declared and there is no way to contact anyone. Nothing is published about hosting, retention, data ownership or model training. Prices are not on the site at all. Yet the service takes monthly card payments through Stripe. That combination is unusual and, for any organisation with a procurement or GDPR review to pass, disqualifying on its own.
So the honest reading is split. As an individual experiment, at USD 8 a month with a free preview to try the idea first, OctiAI is defensible and the method it teaches may outlast the tool. As a vendor to trust with anything sensitive, or to commit a team to, it currently offers nothing to hold on to. Read the free preview as an invitation and keep confidential material out of it until the missing documents appear.
- Choosing a selection results in a full page refresh.
- Opens in a new window.