A free tools site run by a computer teacher in Patna: 60 million followers driving traffic, riding India's AI photo-editing prompt wave, global rank tripled in one month

shardatool.in is a free tools site built by a computer training institute in Patna, Bihar: passport photos, KB compression, resumes, marriage Biodata, PDF tools, plus a locked AI photo-editing prompt gallery that requires the app to copy. Its global rank climbed almost daily from mid-October, going from outside 830k to 250k within a month. The tools are easy for anyone to build; what worked was the teacher's own large Instagram, Facebook, and YouTube accounts, plus the Gemini and ChatGPT photo-editing wave India was in from 9 to November. If you want to follow, what's learnable is the playbook, not the site itself.

"Comment "PROMPT" to get yours"

On 2026 30, the Instagram account @shardacomputerclass posted: "For Prompt 🌐 Sharda ai Prompt 🌐 … Comment "PROMPT" to get yours! Make sure you FOLLOW before commenting." The owner, Aniket Kumar, runs Sharda Computer Classes in Patna and posts short Hindi "learn in 1 minutes" videos: "Passport Photo in 1 Minute!" (7-10), "1 MIN PHOTO ALBUM" (9-12), old photo restoration, and AI plus Excel. The account now has 196k followers and 410 posts; the Facebook page of the same name has 447k likes, and the YouTube channel has 34.7k subscribers and 956 videos.

After the comment PROMPT, people are taken to shardatool.in/ai. On Nov 6 the page opens to a wall of photo-effect examples, sorted into men, women, festivals, couples, weddings and name stickers. Each image is captioned only with its share count: "Cute Sketch Look 6671 Share", "Green Diwali Look 6432", "Royal Diwali Look 6032". Tap any one and you get the same Hindi sentence:

Prompt lene ke liye "Sharda Tool - Ai Prompt" mobile app install karein.

It means: to get the prompt, please install the "Sharda Tool - Ai Prompt" mobile app.

On Oct 13, an English AI image-generation site published "Sharda AI Prompt Guide," whose first sentence explains what "Sharda AI prompt" is and where the official gallery lives. The name of a Patna training institute had become a category term in India's photo-editing circles.

What it is

The site packs 20 free mini-tools, with ads on the homepage reading "150000+ file operations, 27000+ users, 7000+ searches a day" (self-reported, unverified):

• ID and form tools: passport photo, image compression to KB (for the upload-size limits on Indian exam forms), resume, ATS resume, marriage Biodata, GST invoice, QR code, age calculator.
• PDF tools: edit, compress, merge, convert to image.
• Practice tools: typing practice, 100 computer-skill lessons (mouse clicks, copy-paste, shortcuts).
• Trend tools: AI photo-edit prompt gallery, self-described as "10000+"; "Meta Glasses Converter," which crops a regular photo to 3024×4032 and writes in Ray-Ban Meta glasses capture metadata, so when shared to Instagram Stories it shows a glasses icon and a 3D spin effect, all processed locally; and animated wedding invitations.

The homepage also interlinks a chain of sites from the same owner: paid computer courses at shardacomputer.in / .com, free mock tests at shardatest.in (teacher eligibility, railway, SSC exams for Bihar and UP, 10/12th grade), job listings at shardaresult.in, and a resume site at shardaresume.com. Another site, shardaaipromt.in, looks like a knockoff, but its contact email and address match Sharda's, and he registered it himself in August.

The Google Play app in.shardatool.twa (the one you have to install before you can copy the prompts) is just the website wrapped in an app shell, with ads. It has 10K+ downloads and has been updated 10-29 times. Per AppBrain's records, it first listed for only 41 days, got pulled in August, and was later relisted.

The audience is clear: students and job seekers in second- and third-tier Indian cities who need to fill application forms, take passport photos, and write Biodata, plus young people who want an AI festival photo for Instagram.

How the ranking climbed

Tranco is a 30-day rolling average that lags real traffic by a week or two, so the real jump most likely happened in late September to early October (inferred). The site already had a base in India: in Chrome real-user data, its India tier sat at top 50k from May through September.

The prompts weren't the only thing that grew. The mock-exam site shardatest.in's India tier jumped in September from top 500k straight to top 10k; its global rank first broke into the top 10-19M at 1 and is now at 11-05 260k; the job-results site shardaresult.in's India tier rose from top 500k to top 100k. The whole network of sites rose together, and from the outside it's impossible to tell how much each one contributed.

Where users come from

First, the teacher's own accounts. Across three platforms he has 60+ million followers. Every new tool becomes a new reel, so cold start costs almost nothing. Posts use the old "comment a keyword to get the resource" trick to drive engagement, and the /ai page has five buttons for YouTube, Facebook, Instagram, Telegram, and WhatsApp channels to pull people into owned channels.

Second, trending moments. In September, Indian media ran a lot of coverage of the ChatGPT "80s retro style" photo edit (BusinessToday 9-11, IBTimes 9-09), then came Navratri and Diwali (Nov 8 this year). The site's most-shared posts were all Diwali looks, each with five to six thousand shares. The Meta glasses 3D Spin trick appeared on Instagram in early September, and he quickly built a version of it and put it in the homepage carousel.

Third, the name became a search term. "sharda ai prompt" is now a search people actually type. The evidence is that big sites have started poaching the traffic: SeaArt, Media.io, CapCut's Dreamina, Pixwit, and ImageLayered all built "Sharda AI Prompt" landing pages saying, in effect, "copy the prompt and generate it right here." Emojora ranked a page on Nov 4 that explicitly says Sharda's prompts can be copied here with no app install.

Fourth, word of mouth in training centers and cyber cafés. A Facebook tutorial video from someone else titled "Passport Size Photo Maker Without Photoshop Using Sharda Tools" suggests people in computer training classes and CSC (India's Common Service Centre counters, which help people file forms and apply for documents) are spreading it on their own.

I couldn't find any paid ads, but not finding them doesn't mean there weren't any.

The "install the app to copy" gate didn't work

This was the only real product design on the site. It was meant to drive installs, boost retention, and put ads inside the app. What happened: the website broke into the global top 250k, but only a bit over 10k people installed the app. People who were blocked didn't install. They went and searched "sharda ai prompt no app install," which Emojora, SeaArt, and Media.io picked up. In effect, he used his own followers to grow an SEO keyword for everyone else.

Who it's competing with

That string of Emojora landing pages shows one thing: in India, plenty of people already run "prompt creator" accounts. Sharda was just the one with the most followers and a tool site attached. Neither the tools nor the prompts have a barrier to entry.

If it were you

C: worth learning from, not worth copying step for step. It took off because the teacher himself spent years building 60+ million Hindi followers, plus a seasonal photo-edit craze. Copycats can't get either of those. The product itself is a pile of free tools you can find anywhere, and the prompt layer is already crowded with creators and big sites. What you can take away is the playbook: a creator with an audience, a tool site, and a trend-driven launch within 48 hours.

Who it suits: education and skills creators who already have tens of thousands of followers on some platform, especially in a local language and aimed at students and job seekers in smaller cities; or developers who can build web tools and split revenue with creators like these.

Who it doesn't suit: people with no traffic of their own who are counting on SEO or a product that grows slowly on its own. Passport photos, PDFs, and prompts are already dominated by big sites in search results.

How to build it: first find a local-language teacher or creator with an owned channel (Bengali, Tamil, Indonesian, Vietnamese, and Urdu all work) and build them a "forms and documents" toolkit: passport photo sizes that match local application requirements, KB compression, resume and matrimonial profile templates, and local exam mock tests. Serve it on the web with no lock-in and no forced app install. Monetize with ads and by sending people to their courses. Put trend-driven tools on their own pages and add new ones as needed.

How to get users: rely entirely on the creator's accounts. Every tool gets a 1-minute tutorial short, using "comment a keyword to get the link" to drive engagement, with Telegram / WhatsApp channels on the page to keep people. Whenever a new photo-edit style or trick shows up on social media, put up a tool or prompt collection within 48 hours and post a video about it.

When to get in: on the prompt side, interest will likely fade after Diwali (Nov 8). Getting in now is already late. The toolkit side has no hard deadline; it follows local exam seasons, wedding season, and festivals.

What would show you misjudged it: (1) if shardatool.in's ranking is still climbing one or two months after Diwali, its traffic is mainly from year-round needs like documents and mock exams, not just festival spikes, which means the "local essentials toolkit" path is bigger than it looks; (2) if its ranking drops back below 500k soon after Diwali, this wave was purely trend traffic, and without the creator and the trend, there would be no site; (3) if you partner with a creator, post a dozen or so videos, and the site still gets only a few hundred visitors a day, it means followers' interest in "tools" doesn't translate into clicks to the website, and this playbook depends on accounts the size of Sharda's.

Data and sources

• Global rank: Tranco daily ranks (2026-07-30 to 11-05); Chrome User Experience Report (CrUX) monthly tiers, global and India, 2026-05 to 09.
• shardatool.in homepage, /ai page, Meta Glasses Converter page, read 11-06; shardaaipromt.in contact page.
• Instagram @shardacomputerclass, Facebook @shardacomputerclass, YouTube @sharda_computer: profile pages and posts (search result summaries, 2026-11).
• Google Play in.shardatool.twa store page (11-06); AppBrain listing records.
• Pages that poach the traffic: Sharda landing pages on Media.io, SeaArt, Pixwit, ImageLayered (10-12), lazykiwi.ai (10-13), and Emojora (11-04).
• India photo-edit craze: reporting by BusinessToday (9-11) and IBTimes (9-09).