Marketing operations that move at engine speed. Creative direction that stays human.
Mouchaak automates the slow, high-leverage work behind revenue teams: market research, CRM lead pipelines, web and landing pages, and technical SEO audits. Built for enterprise and mid-market companies that want deliverables in days, with a person signing off on every one.
60%+Faster turnaround on deliverables. The benchmark every engagement is scoped against.
4 workflowsResearch, pipelines, pages and audits. One engine, one team on your account.
Every runReviewed and directed by a person before anything ships.
mouchaak / runsrun 4812
Market research
Mid-market lending · India
Running
Collect sources212 sources
Read and extract1,284 pages
Synthesisesegments · pricing · gaps
Draft report38 pages
Creative directionStrategist · sign-off
Elapsed 3h 42mBaseline 15 days→4 days
Works alongside
HubSpot
Salesforce
Zoho CRM
Pipedrive
LeadSquared
Webflow
WordPress
Shopify
Google Analytics 4
Search Console
Semrush
Ahrefs
Looker Studio
Snowflake
BigQuery
HubSpot
Salesforce
Zoho CRM
Pipedrive
LeadSquared
Webflow
WordPress
Shopify
Google Analytics 4
Search Console
Semrush
Ahrefs
Looker Studio
Snowflake
BigQuery
The engine
One engine. Four workflows that used to take weeks.
Each workflow is a production pipeline built on frontier reasoning models with very large context windows. It reads everything relevant in a single pass, works through fixed steps, and hands the result to a person for creative direction before anything ships.
Data-driven market research
Whole-market reads instead of sampled ones. The engine takes in competitor sites, pricing pages, analyst reports, customer reviews, filings and job postings at once, then maps segments, positioning and the gaps worth owning.
Reads
Competitor sites and pricing · analyst and industry reports · reviews and forums · annual reports and filings · job postings
Delivers
ICP and segment maps · competitor teardowns · pricing and positioning analysis · messaging gaps · a sourced appendix behind every claim
TurnaroundDays, with every claim traced to its source
CRM lead pipelines
Enrichment, scoring and routing that keep your CRM honest. Leads arrive enriched, scored against signals you choose, land with the right owner, and get a first-touch sequence drafted in your voice.
Scoring model and routing rules · enrichment from public and licensed sources · sequence drafts · a weekly pipeline hygiene report
TurnaroundLive within the first sprint
Fast web and landing page generation
From brief and brand system to a staged page with variants. Pages ship with tracking in place, pass accessibility and speed checks, and come with the copy deck so your team can keep iterating without us.
Inputs
Brief · brand system · offer and audience · tracking plan · existing components if you have them
Delivers
Production-ready pages · A/B variants · copy deck · components aligned to your design system · staging and handover
TurnaroundBrief to staging in days
Technical SEO audits
A full crawl, read by something that can hold the whole site in view at once. Indexability, Core Web Vitals, structured data, internal linking, hreflang, redirects and server logs, turned into a fix list ranked by effort and impact.
Covers
Crawl and indexation · Core Web Vitals · structured data · internal linking · hreflang and redirects · log files
Delivers
Ranked fix list · code-level patches · template-by-template notes · re-crawl verification after the fixes land
TurnaroundAudit in days, verified after fixes
How a run works
Five steps from brief to shipped. One of them is a person.
Every workflow runs the same way, so you always know where a deliverable is and who has it.
1
Brief
You tell us the outcome, the audience and the constraints. We turn that into a run spec: sources, formats, integrations and the sign-off path.
2
Engine run
The workflow reads everything in scope, works through its fixed steps and produces a complete draft with its sources attached.
3
Creative direction
A strategist or creative director reviews the draft, redirects what needs it and signs off. Nothing ships without this step.
4
Ship
The deliverable lands where it needs to: your CRM, your CMS, your staging site, your inbox.
5
Learn
Results flow back into the run spec, so the next run starts from what worked and skips what didn't.
Who is in the loop
Every account has a named strategist and creative director. They write the brief with you, review every run, and are the people you talk to. The engine does the reading, drafting and checking. They do the directing.
Outcomes
Weeks of agency time, measured in days.
Every engagement is scoped against one benchmark: cut deliverable turnaround by 60% or more without lowering the bar on quality. The engine does the volume. People keep the judgement.
60%+Faster turnaround on deliverables, the benchmark every engagement is scoped against.
1 passThe engine reads the whole scope at once instead of sampling it, so nothing in the brief gets skipped.
100%Of deliverables reviewed by a person before they ship. Approvals are logged with the run.
Turnaround: conventional agency vs Mouchaak
Business days for a representative mid-market engagement. Illustrative; your scope sets the actual numbers.
Conventional agencyMouchaak
Hover a point for the value.
Deliverable
Conventional
Mouchaak
Change
Trust and governance
Built for teams with procurement, legal and a security review.
Enterprise work has rules. The engine was designed around them rather than retrofitted.
Isolated workspaces
Each client runs in its own workspace with its own credentials and storage. Nothing is shared across accounts.
Your data stays yours
Client data is used only to do your work. It is never used to train models, and it is deleted on request.
A person signs off
Every deliverable passes a named reviewer before it ships. Approvals are recorded against the run.
Full audit trail
Every run keeps its sources, drafts and reviewer decisions, so any claim in a deliverable can be traced back.
Data residency options
Processing and storage in India by default, with EU and US options for global teams and regulated sectors.
NDA first
We sign yours or bring ours before any brief, data or credential is shared.
Engagement models
Start with one workflow. Expand when the numbers say so.
Three ways to work with the engine, from a four-week proof on a single brief to a dedicated pod on your terms.
Pilot
One workflow, four weeks
For teams that want proof on a real brief before committing.
Pricing is scoped per engagement and shared as a written proposal after the working session.
Hive core · move to tilt
mou·chaak · nouna beehive; the comb where the work of many becomes one thing
About
Named for the hive.
A beehive is thousands of specialised workers producing one thing, reliably, around the clock. That is the model: many narrow, well-built workflows, one coordinated output, and a keeper who decides what it is for.
Mouchaak is built in Kolkata by marketers, engineers and strategists who have run agency operations the slow way. The engine exists because the slow part was never the valuable part.
BaseKolkata, India
Hours09:00 to 19:00 IST, with overlap for GMT and US Eastern
Right now— in Kolkata
Built forEnterprise and mid-market teams in India, the US, the UK, Europe and the Middle East, and agency partners on white-label terms
BillingINR or USD
Questions
What people ask before the first run.
What does the engine actually run on?
Frontier reasoning models with very large context windows, orchestrated by workflows we build and maintain. We choose, test and update the underlying models. You get the same workflow, the same reviewer and the same output format regardless of what changes underneath.
Who reviews the work?
A strategist or creative director assigned to your account. They write the brief with you, review every run and sign off before anything ships. You talk to them directly, not through a ticket queue.
Can this work alongside our existing agency?
Yes. Many teams keep their agency for brand and campaign thinking and use Mouchaak for the operational work underneath it. Agencies can also run the engine under their own name through the Enterprise model.
How do you handle our data?
Isolated workspaces per client, no training on client data, deletion on request, and processing in India by default with EU and US options. We sign an NDA before any brief, data or credential is shared, and every run keeps an audit trail.
What happens in a working session?
Forty-five minutes on a call. You bring one real brief. We run it through the relevant workflow while you watch, talk through the output, and give you a turnaround estimate for your actual scope. You keep the output either way.
Do you work with companies outside India?
Yes. We work with teams in India, the US, the UK, Europe and the Middle East. We invoice in INR or USD and keep working hours that overlap with GMT and US Eastern.
How quickly can we start?
A pilot can start within a week of the working session, once the NDA and the run spec are agreed. The first complete run usually ships inside the first two weeks.
Contact
Bring one real brief. Watch it run.
Book a 45-minute working session. We run one of your briefs through the engine while you watch, and you leave with the output and a turnaround estimate for your scope.