BeeAnswer
On-Site AI Assistant
Readers ask ChatGPT. Let them ask you — and earn from every answer.
Your archive already answers most of what your readers want to know; they just cannot find it, so they go and ask a chatbot instead. BeeAnswer puts an assistant on your own site that answers only from your own articles, cites every one of them, and sends the reader back into your monetized pages.
PPF vs FD — kya better hai?
hi-enAI answer — verify from the linked articles
Tax-saving FD · 7.1% p.a.
Article clicks
from this answer
Session
on your pages
Gap logged
archive covered it
The problem
What this is costing you right now
The reader copies your headline into somebody else's chat
They want the answer, not the article.
Your search box is from 2007
A reader who does try to find the answer on your site types a question into a keyword search that returns nothing useful.
Eight thousand articles, and two of them get traffic
Years of work sitting in an archive that nothing surfaces.
How it works
What BeeAnswer actually does
No black box. Here is the whole mechanism, step by step.
BeeAnswer — how it works
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1
It reads your archive, and only your archive
Retrieval over your own published content — the assistant answers from what you wrote, not from the open internet. Your content is used to retrieve, never to train a third-party model.
-
2
The reader asks in the language they think in
Hindi, Hinglish or English. "PPF vs FD kya better hai?" is how people actually type, and a search box that cannot handle it is a search box nobody uses twice.
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3
Every answer carries its sources
The answer links the articles it came from — always. If the archive does not cover the question, the assistant says so rather than inventing something. No source, no answer.
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4
The reader clicks back into your pages
Those citations are links into your monetized articles. The assistant is a route back into your site, not a replacement for it — which is exactly the opposite of what an external chatbot does with your work.
-
5
Questions become two kinds of signal
Topics feed BeeData segments with consent. Questions the archive cannot answer feed BeeIntel as content gaps — "readers keep asking this and you have not written it" is the most useful commissioning brief a desk can get.
- Hindi · Hinglish · English how readers actually type
- Every answer cited no source, no answer
- Never trains a third-party model retrieval only
- Sponsored clearly separate never inside the answer
In context
Where BeeAnswer sits on your page
Poochhiye — is site se
PPF vs FD — kya better hai?
↗ source 1
↗ source 2
The assistant sits on your page and answers from your archive — with its sources linked, so the reader ends up on your articles.
Your ad stack keeps running on every page it sends them to. This creates sessions rather than ending them.
Specifications
Full technical specification
Publishers compare specifications, not adjectives. Everything is here, including what depends on partners we do not control.
The answer engine
| Answer engine | Retrieval over the publisher's own archive. The assistant has no access to the open web and cannot answer from anything you did not publish — a narrower product on purpose, and the reason its answers can be checked. |
|---|---|
| Citations |
Every answer links its sources. No source, no answer. Structural, not a setting. If the archive does not cover a question the assistant says so and offers the nearest related pieces.
|
| Disclosure |
An AI answer — verify from the linked articles line shows on every response. Always. A generated answer that does not say it is generated is the single easiest way to lose a reader's trust permanently.
|
| Languages | Hindi, Hinglish and English at v1, with more Indian languages on the roadmap rather than promised. |
| Freshness | Synced with your CMS so a story published this morning is answerable this morning. |
Monetization
| Sponsored modules |
A labelled Sponsored card can appear beside an answer — visually separate from the answer text, never inside it. Category-matched, frequency-capped, filled by BeeBid demand or campaigns you sold. House-promo mode pushes your own BeeMail or BeeWall offers instead.
|
|---|
Guardrails & data
| Guardrails | No generated medical or financial advice beyond quoting what you have already published, abuse and profanity filters, per-section opt-out, and full transcript review for the publisher. |
|---|---|
| Model & data |
Model choice is roadmap-flexible. Publisher content is never used to train a third-party model — it is retrieved at answer time and that is all. Usage-based cost, disclosed, with no hidden compute markup.
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Some capabilities depend on third-party approvals and platform policies that are not ours to promise. Where that is the case, the spec above says so explicitly.
Expected impact
What the industry reports
Every number below is an industry benchmark published by a third party. BeeOS has not shipped, so none of these are results we have produced.
Performance figures on this page — because none would survive scrutiny
Published results for on-site publisher assistants are single case studies with incomparable setups. Averaging them would look authoritative and mean nothing.
Without BeeOS
- Reader with a question
- Asks an external chatbot
- Where the answer comes from
- Your work, uncredited
- Session outcome
- Ends elsewhere
- Archive discoverability
- Keyword search
- Content gaps
- Unknown
With BeeOS
- Reader with a question
- Asks on your site
- Where the answer comes from
- Your articles, linked
- Session outcome
- Continues on your pages
- Archive discoverability
- Answers a real question
- Content gaps
- Reported to the desk
Expected difference
Question answered elsewhere → answered here
No figure attached, deliberately. The mechanism is clear; the size of the effect is not something anyone can honestly quote for this category yet.
Cited
Every answer, always — no source means no answer at all
Structural. It is also what makes the answers checkable.
Back to you
Where the citations lead — your monetized articles
The opposite of what an external chatbot does with your work.
Never
Times your content trains a third-party model
Retrieval at answer time only.
Being straight with you: There is no percentage on this page because no honest one exists yet. On-site AI assistants for publishers are new enough that the published numbers are single case studies with wildly different setups, and averaging them would produce a figure that looks authoritative and means nothing. What we can say is mechanical: a reader who asks here gets sent to your articles instead of leaving, and those pages carry your ad stack.
Works with
Fits into the stack you already run
Platforms BeeOS integrates with — not customers, partners or endorsements.
- Google AdSense
- Google Ad Manager
- AdX (via partner)
- Prebid.js
- Amazon APS
- PubMatic
- Magnite
- Index Exchange
- Sharethrough
- Sovrn
Glyphs are generic shapes, not brand logos — these are platforms we integrate with, not endorsers.
Questions
BeeAnswer — frequently asked
Module 5 · AI-Era Monetization
The rest of the module
AI assistants read your work and send you no traffic. This module charges them for it, answers readers on your own site instead of somebody else's, and routes each session to whatever earns most from it.
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Be first in line for BeeAnswer
BeeAnswer is under active development. Early-access publishers get priority onboarding, founder-level support on WhatsApp, and locked-in launch pricing.
No spam — we write only when something real ships.