Building dozens of free tools instead of buying ads
Open the real page ↗sitegpt.ai · alive as of 2026-08-31
A support chatbot trained on a company's own website content. The lesson is not the chatbot; it is the acquisition strategy — no ad spend, but a large set of free tools accumulating search traffic. That is a structural answer to "the product exists and nobody comes." ⚠️ The revenue claim is a founder community post, so we do not print it (grade B).
In plain words
It reads a company's website and builds a chatbot that answers customer questions. Instead of buying ads, the founder shipped a pile of small free tools and let search bring people in.
The whole thing at a glance
To whom
Operators of online services…
What
AI SaaS
Found how
Search traffic from a large…
Paid how
Subscription SaaS
Flow: To whom, then What, then Found how, then Paid how
- Founder
- Bhanu Teja
- Country
- IN
- Team
- —
- Startup cost
- —
- To first revenue
- —
- Automation
- high
- Reported revenue
- Revenue not disclosed
What is sold
Subscription SaaS, billed per customer company
Pricing is published on the official site (liveness confirmed 2026-08-31). ⚠️ We do not copy the amounts across.
Who buys
Operators of online services and stores fielding the same questions repeatedly
What arrives is not what you keep
- What the customer paidThe number on the invoice
- AI toolsA share of the monthly subscription
- Platform feeDiffers by platform
- TaxDiffers by country and business form
- What is leftAt or below zero, it is not a price
This case does not publish its own tool costs, fees or tax. So we show the order and the items only — put your own numbers into the calculator.
AI's part and the person's part
Already had
A developer. Being able to ship many small tools quickly was itself the existing capability. A non-developer copying this has to fill the same slot with content or templates instead of tools.
If this is large, the AI is not the reason
What the AI did
It generates a chatbot grounded in the customer's own pages and documents. Because answers are anchored to that material, saying fewer wrong things — not raw capability — is what makes it sellable.
the part a tool replaced
What the person did
Designing and building the acquisition path by hand. Free tools met people in search, and those people were routed to the paid product. Time went into building traffic assets, not only into the product.
stories that omit this do not replicate
How customers were found
Search traffic from a large set of self-built free tools
Public activity in communities
Internal paths leading from the free tools to the paid product
Paying customers
Pricing is published on the official sit…
Flow: Search traffic from a large set of self-built free tools, then Public activity in communities, then Internal paths leading from the free tools to the paid product, then Paying customers
How we verified this
Public dashboard or platform figure. May be self-reported
Confirmed — the service is live (official site HTTP 200, 2026-08-31), the founder is named, and the community post is live (HTTP 200). Not confirmed — revenue. The "$10K MRR within a month of launch" claim is the founder's own community post. No independent source exists. 🔴 The industry report cited alongside it is not used as a source here. It is a general SaaS growth report, not about this company, and the link pointed at a staging server. It cannot support this case.
- Official site — liveness confirmed (HTTP 200) (official_site · checked 2026-08-31)
- Founder community post — origin of the revenue claim. Self-published, supporting evidence only (founder_interview · checked 2026-08-31)
What made it work
Free tools are an acquisition asset that outlives advertising. Turn ads off and traffic stops; a tool that ranks keeps bringing people in. What matters is not how many, but whether the tool's users share the problem your product solves. Unrelated tools generate visits and no revenue.
Risks
- The chatbot market is busy, and price competition starts early when many vendors ship the same capability.
- A free-tool strategy is fully exposed to search policy changes — the traffic asset can shrink overnight.
- Revenue rests on the founder's word alone.
Does this work in Korea?
The free-tool strategy transfers to Korea intact, and arguably works better there: calculators, forms and checklists surface well in local search. The chatbot product itself is already crowded. What decides it in Korea is not model quality but how well you know one industry's question patterns — returns questions at a store and booking questions at a clinic are entirely different products.
Solo-feasible: yes · Automation: high
7-day action plan
Step 1. List five free tools that someone with the problem you sell into would search for
Step 2. Pick the one you could ship within a day
Step 3. Write one line describing what that tool's user needs next
30-day action plan
Step 1. Ship one free tool and count actual arrivals for four weeks
Step 2. Create exactly one path from the tool to the paid product and measure conversion
Step 3. If traffic comes but conversion does not, re-examine whether the problems match before shipping more tools
Run the numbers
We do not print a single projected figure here. Put your own numbers in instead.
Get the next verification result
We check the AI income stories people are talking about, grade the evidence, and send you what we found — including what we could not confirm.
Words you may not know
- Verification grade
- How far we checked this case. A means the revenue was confirmed by someone other than the founder; B means the business exists but the revenue is only the founder's word.
- Revenue
- Everything that came in. Tools, fees and tax still have to come out before it is what you keep. The two are not the same.
- MRR
- Money that arrives every month, as opposed to a one-time payment.
- Self-reported
- A number the person stated about themselves. Nobody else confirmed it, which is why we do not print those numbers.
- Replicability
- How likely someone else is to get a similar result. The more the founder already knew the field, the harder it is to copy.