Static contact forms convert badly, and the submissions that do arrive land in a shared inbox with no context. ConvoScore replaces the form with a chat widget, a floating bubble or an inline panel, that talks to the visitor like a person would. Google Gemini pulls structured details out of the conversation as it happens: name, company, role, need, urgency. A deterministic scoring function turns that into a priority the moment the chat ends, so your team knows who to call back first. It is a real self-serve SaaS, not a single-site demo: anyone registers, gets their own chatbot and dashboard, and drops one script tag onto their site to go live, no key to paste and no per-page config. Edits happen in a full-screen visual Studio and publish in under a minute with no redeploy. Rate limiting, a honeypot, a minimum-turn gate, and an LLM spam check keep the bot clean without ever showing a visitor a CAPTCHA.
Conversational data capture
No rigid script. A natural back-and-forth in 8 languages pulls out name, company, role, need, and urgency as structured data every turn, filling several fields at once when a visitor volunteers them.
Deterministic request scoring
A pure function, not an LLM's own "confidence" number: slot completeness (40 points), urgency (20), company size (20), and reason clarity (20), bucketed into High (75+), Medium (40 to 74), or Low. Same inputs always produce the same score, and every priority call traces back to the stored fields.
Self-serve multi-tenant SaaS
Any business registers, adds a site, and gets its own isolated chatbot, request pipeline, and dashboard, with no manual provisioning. A three-step sign-up gets a working bot in minutes. A superadmin console oversees every tenant site.
Full-screen visual Studio
Edit the bot's persona, greeting, quick replies, question flow, placement rules, and theme by clicking directly on a live preview of the conversation. The panel you edit is the preview. A classic form view is there for bulk edits. Publish a new version with no code change and no redeploy; it goes live within a minute.
One keyless script tag
A single `<script src="https://www.convoscore.com/widget.js" async>` adds ConvoScore to any site. It resolves which site and which chatbot to show from the page it runs on, so the same tag goes on every page and nothing needs a per-site key. It renders as a floating bubble or as an inline component pinned to a spot on the page (support form, pricing page, footer), and survives client-side navigation on single-page-app sites. The dashboard previews the widget against the business's real live domain before they paste anything.
Request inbox
A filterable, searchable "Requests" table, a detail drawer with the full transcript and the score breakdown, and a status pipeline that saves the moment you click. An email hits your inbox the second a High-priority request comes in.
Analytics
Daily activity, a conversion funnel, a recent-activity feed, and a per-chatbot breakdown, all in the dashboard.
Abuse defense without a CAPTCHA
IP-hashed rate limiting (raw IPs never touch the database), a honeypot field, a minimum-turn gate before a conversation can convert, and an LLM-driven spam and prompt-injection classifier. Four layers, and real visitors never feel any of them.
Error observability built in
Every unhandled error, server and client, lands in one deduplicated table with a superadmin view; the first sighting of a new error type emails the operator once.
Multilingual end to end
The marketing site, dashboard, chatbot persona, system prompts, and email notifications all localize across 8 languages (Arabic, Dutch, English, French, German, Portuguese, Spanish, Turkish) through a single config.

Built solo, full-stack, end to end: real multi-tenant auth and data isolation, a Gemini integration with schema-constrained structured output instead of prompt-and-pray text parsing, a deterministic scoring engine that is fully unit-tested and auditable, a full-screen Studio where the live chat preview is the editing surface, a keyless embed that resolves itself from the host domain and previews against a customer's real site before install, self-serve billing through Paddle as Merchant of Record (no company required to start), and a security model that never needs a CAPTCHA. It is live in production at convoscore.com, not a mockup: a running product with self-serve signup, real embeds, and real conversations.

Built solo, full-stack, end to end: real multi-tenant auth and data isolation, a Gemini integration with schema-constrained structured output instead of prompt-and-pray text parsing, a deterministic scoring engine that is fully unit-tested and auditable, a full-screen Studio where the live chat preview is the editing surface, a keyless embed that resolves itself from the host domain and previews against a customer's real site before install, self-serve billing through Paddle as Merchant of Record (no company required to start), and a security model that never needs a CAPTCHA. It is live in production at convoscore.com, not a mockup: a running product with self-serve signup, real embeds, and real conversations.
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