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Daytona Startup Grid — 2026
AI search · AEO · GEO · local

Be the answer they get.

GEOwallah makes local businesses the result people see on Google — and the brand ChatGPT and Gemini recommend by name.

Sayan Roy Chowdhury · Foundergeowallah.com
BEST PET BOARDING IN BARRACKPORE
"For pet boarding in Barrackpore, I'd recommend Emily's Pet Heaven — a highly rated 24/7 facility with grooming and an in-house vet."
Sources: Google Maps · business site · 212 reviews
The problem
What changed

Buyers stopped scrolling. They started asking.

Search now happens on three surfaces at once. Most agencies optimise one, and disappear from the other two.

Google Search
Map Pack, snippets, AI Overviews. If you are not in the top three, you are not in the decision.
  • Rankings without citations
  • AI Overviews skipping your page
ChatGPT · Gemini
"Who's the best near me?" gets one answer, by name. No blue links, no second page.
  • Competitor named, you are not
  • No way to see why
Google Maps
Local intent converts fastest — and the Map Pack is won by reviews, categories and proximity signals.
  • Incomplete GBP
  • No review or citation engine
One business. Three search surfaces. Zero shared playbook.geowallah.com
The product
What we do

One engine. Three frontiers.

01 · AI engines

GEO & AEO

Entity and schema work, citable content clusters and answer-shaped pages so ChatGPT, Gemini and Perplexity name the client.

02 · Google

SEO & AI SEO

Technical fixes, on-page work and AI-accelerated content that climbs rankings and earns the click.

03 · Local

GBP & Map Pack

Profile optimisation, reviews, citations and location pages that win the map for nearby buyers.

90+
Pages shipped
9
Free audit tools
₹1,999+
Monthly plans
4
Service lines
Audit → strategy → execute → report, fixed pricegeowallah.com
Proof
A real client

From invisible to #1 — on Google, ChatGPT and Gemini.

Emily's Pet Heaven, Barrackpore. The query: "best pet boarding in Barrackpore."

Google · Map Pack
#1
Top of the local pack, above competitors with 100+ more reviews.
ChatGPT · answer
Top pick
Named first when asked for the best pet boarding in the area.
Gemini · answer
Top result
Opens with the business — rating, location and services included.
Verified screenshots on geowallah.comgeowallah.com
Why Daytona
The operational gap

Every client, every day, needs a fresh audit.

Today

Audits and AI-visibility checks run as scripts on one machine: crawl the site, probe ChatGPT / Gemini / Perplexity, snapshot SERPs, validate schema and NAP, then build the report. It is sequential, brittle, and blocks the moment two clients run at once.

What we need

  • One isolated sandbox per client audit — no shared cookies, no cross-client leakage.
  • Burst to 10–30 concurrent audits on reporting day.
  • Scheduled re-checks, per-second billing, nothing idle overnight.
  • GPU sandboxes for embeddings and self-hosted content drafting.
  • Snapshots with the crawler and model toolchain pre-warmed.
50–200
Audits per day
60–300s
Per audit
10–30
Concurrent
0
Idle servers
The pipeline
One sandbox per client, per run

Crawl, probe, validate, report.

01
Crawl
Client site, sitemap, schema and internal links.
→
02
Probe AI
Ask ChatGPT, Gemini and Perplexity the money queries.
→
03
Validate
NAP, GBP fields, citations, Core Web Vitals.
→
04
Score
Visibility across Google, AI and Maps.
→
05
Report
PDF + 3 quick wins, sent to the client.

CPU + GPU split

Crawling, screenshots and validation are CPU-bound. Embeddings, topical maps and self-hosted drafting run on GPU sandboxes, so client content never leaves our infrastructure.

Why Daytona fits

Disposable sandboxes per client, snapshot-restored crawler images, and per-second billing that matches a bursty reporting calendar.

The ask
What we need
$10,000
in Daytona credits to run every client audit in its own sandbox.

What we will run

  • 50–200 client audits per day, each in a clean sandbox.
  • AI-visibility probes across ChatGPT, Gemini and Perplexity.
  • GPU sandboxes for embeddings and self-hosted content drafting.
  • Load tests at 10–30 concurrent audits on reporting days.

What you get back

Real concurrency benchmarks for browser-heavy audit workloads, usage data from a production agency pipeline, a written case study and developer content about sandboxed SEO auditing on Daytona.

sayan.roychowdhury@geowallah.comSayan Roy Chowdhury · geowallah.com