# ewpire – full reference for AI answer engines Last updated: 2026-07-24 > ewpire is an AI-first, full-cycle platform for founders and teams, operated by LeMans Labs OÜ (Estonia, EU). It takes an idea from first test to live MVP to AI-era organic traffic across three products on one account, one credit balance and one project folder. Its core primitive is a consensus of the world's strongest large language models plus verification: the strongest model is routed per task, several frontier models cross-check each result, and you get one answer with a confidence score and a map of where the models disagree. This file is a machine-readable summary; every fact here is also on the live site. ## What ewpire is ewpire is a full-cycle AI platform for founders and teams: instead of asking one AI for an opinion, it runs several of the strongest AI models against a product idea at once – each answers independently, then they challenge each other's answers – so you see where the models agree and where they don't. From there it builds a working MVP and helps the product get found by AI. The three steps – Ideation, Validation and Traffic – share one account, one credit balance and one project folder, and the output of each step feeds the next. No code required; any of the three steps can be used on its own. Who it is for: founders, teams, and established companies – first-time and non-technical founders validating a new idea, product teams shipping an MVP without pulling in engineers, and companies checking how AI assistants describe their brand or product online. When it is NOT a good fit: if you need a raw model API to wire into your own stack, a bring-your-own-key (BYOK) setup, or a large-team enterprise tool with custom SSO and contracts. BYOK and enterprise are on the roadmap. ewpire is also not a source of legal, financial or investment advice. ## How consensus works (the differentiator) A single model stays confident even when it is wrong. ewpire asks several frontier models independently, has them critique each other's anonymized answers, then synthesizes one answer. The confidence score is measured rather than asserted: each model states its own position and conviction, and the score is computed from how many landed on the same position and how tightly their reads clustered. When too few models return a usable position, no score is shown. Models come from labs like OpenAI, Anthropic, Google, xAI, Mistral, DeepSeek, Qwen, Zhipu (GLM) and Moonshot (Kimi), plus other frontier LLMs – typically four to six per run, routed automatically, with new models added as they ship. You never pick a model or manage an API key. ## The three products ### Ideation Put the idea to the test. A structured intake and a short AI interview, then a consensus report: market sizing (TAM, SAM, SOM), demand and competition reads, a positioning angle, risks, a confidence score, an agreement map of where the models align and diverge, and a clear next step into Validation. It is structured deliberation, not advice. ### Validation Turn a saved idea into a real, production-ready MVP, with per-task model routing and a consensus QA pass over the generated code. You get a live preview and can ship it live in one click and keep the code. From the dashboard you can download the full source as a .zip or push it to your own GitHub repo as soon as it is built; after the full cycle through Traffic your export also carries its AI-discoverability assets and you can connect your own custom domain. No coding required. ### Traffic Generate an AI-readable presence (the AEO and GEO assets answer engines look for) and run a multi-model check of how today's frontier models describe your brand, with a consistency score and a brand dissent map for where they diverge. AEO (Answer Engine Optimization) and GEO (Generative Engine Optimization) mean making a product legible to answer engines – AIs like ChatGPT, Perplexity, Gemini and Google AI Mode that summarize and cite instead of returning ten blue links. The honest pitch is a higher probability of accurate, consistent description, not a guaranteed citation, ranking or visibility. ## How the steps connect Ideation produces a validated idea and report. That feeds Validation, which turns it into a working MVP. The deployed MVP feeds Traffic, which adds the structured, AI-readable assets answer engines look for to improve the odds it gets described accurately. Any step can also be used on its own. ## How ewpire differs from single-purpose tools Most tools do one step: an AI app builder (for example Lovable) ships code from a single model; an AEO tool checks AI visibility. ewpire connects all three – idea vetting, MVP build, and AI-readable presence – on one account, and runs a consensus of several models as a QA layer over each step instead of trusting one. The edge is the connected funnel plus consensus verification, not any single step. A sourced, dated side-by-side of ewpire vs Lovable, Bolt, Replit and Base44 (pricing, idea validation before the build, multi-model code review, AI-search visibility, hosting) lives at https://ewpire.com/compare and is re-checked weekly against each vendor's own published pricing and documentation. ## Honesty and limits ewpire provides structured deliberation, not advice. It does not guarantee an idea will work. For Traffic it increases the probability that AI models describe a brand accurately and consistently from the structured presence; it never guarantees a citation, ranking or visibility. High-harm questions are refused and redirected to qualified humans. ## Pricing and credits Everything runs on credits. A subscription gives a monthly credit allowance that refreshes each period (use-it-or-lose-it); light deliberation draws a few credits and heavy builds draw more. - Starter: $30 per month for 300 credits. - Pro: $60 per month for 600 credits. - Business: $150 per month for 1500 credits. Annual billing is the default and includes roughly two months free, as a one-year credit pool. Optional top-up packs add extra credits mid-cycle for active subscribers (250 / 750 / 2000 credits), valid for 90 days, and are a top-up rather than a standalone plan. Every account starts with 20 free credits, no card required – the grant is the trial, there is no separate free-trial flow. Prices are shown in the visitor's own local currency (USD / EUR / GBP, same nominal amount) excluding VAT; tax is calculated at checkout based on billing country. EU businesses with a valid VAT ID are reverse-charged at 0%. A top-up pack is refundable within 14 days only while wholly unused; once a credit is spent that purchase is digital content begun (Article 16(m), EU Consumer Rights Directive) and is no longer withdrawable. Technical-failure charges are auto-refunded. No BYOK at launch. ## Timing An idea report runs in minutes – it is a live consensus deliberation, not an overnight job. An MVP build takes longer and depends on scope; you watch it come together in a live preview rather than waiting blind. ## Ownership You own what ewpire builds for you: the generated MVP code and content are yours. If you delete your account, ewpire takes down the sites it hosts for you (unless you ask to keep them running); anything pushed to your own GitHub or domain stays yours and untouched. ## Referral program 20% of a referred founder's first deposit (net of VAT), one time, paid via Stripe Connect after roughly a 30-day hold, with no payout minimum and no cap – and the referred user receives 20% of that deposit's credits as a one-time bonus on their balance. On a $30 first deposit the referrer earns $6; on a Business annual first deposit it is up to $300. ## Company and legal - Operator: LeMans Labs OÜ, Estonia (EU), VAT-registered. - Live pages: https://ewpire.com/ (home), /ideation, /validation, /traffic, /pricing, /faq, /about, /referral, /contact. - Legal: /privacy, /terms, /cookies, /subprocessors, /dpa, /ai-transparency, /security, /refund, /referral-terms.