30 questions founders ask, answered straight.
the questions i get on almost every call, written out so you can decide whether to book one. no hedging, and a few honest no's.
Who you are
Who is Ar.Bhavesh?
i'm a growth marketer operator based in san jose, california. i work with founders of consumer AI and SaaS apps on actually getting users, not on advising them about getting users.
i trained as an architect in new delhi first, which is where the habit of building things in a fixed order comes from. the short version of the track record: i scaled ZuAI from 10K to 2M users at $0.02 CAC in 11 months, and i've spent 6+ years doing growth, GTM and automation work with AI startups across the US, europe and india.
Has Ar.Bhavesh Panse been featured in the press?
yes. the work has been published in business standard and ANI news, under the headline "an AI app reached 2 million users at $0.02. its AI app growth marketer says most of the work was boring".
worth being straight about what that is: those went out through a press wire, not a journalist deciding to write about me. the /press page says so on the page itself, and lists every placement with what kind it is. if you're a reporter working on something about app growth, i'll give you real CAC and retention numbers from live accounts.
What does "growth marketer operator" actually mean?
it means i do the work instead of describing it. a strategist hands you a plan and leaves. an operator logs into your ad account, writes the creative briefs, posts in the subreddits, reads the numbers on friday and changes what runs on monday.
the test is simple: if my work ends in a document, i'm a consultant. if it ends in campaigns that are live, i'm an operator.
Are you an agency?
no. one person, and that person is me. there are no account managers, no junior media buyers, and nobody you meet in the pitch who then disappears from the work.
the tradeoff is honest: an agency can take ten clients, i can't. you get someone whose attention isn't split across a roster, and in exchange i have limited slots.
Where are you based, and do you work with founders outside the US?
san jose, california. bay area founders can get coffee.
i work with founders across the US and europe, and i've run growth for AI startups in the US, europe and india. most of the work happens inside shared accounts and written updates, not in meetings, so timezones matter less than people expect.
You trained as an architect. Why should I trust you with growth?
because buildings taught me the thing most growth people skip: a beautiful plan nobody executes is just expensive paper.
architecture runs in a fixed order. survey the site, draw, build, correct, repeat. i run growth the same way: analyze, execute, iterate, repeat. the growth record stands on its own though. 6+ years, $300k/month in managed spend, and the ZuAI result.
The results, and whether they apply to you
What exactly is the ZuAI result?
ZuAI is an AI study app. it went from 10K users to 2M users in 11 months at a blended CAC of $0.02, while i was running growth.
the mix was TikTok UGC for volume, reddit seeding for quality, and paid scaling only behind creatives that had already proven themselves.
How does a CAC get down to two cents?
not by finding a cheap channel. by fixing the order things happen in.
most teams start with a budget and hunt for creative that works. we started with creative volume, 150+ raw ads a month, and only let paid budget follow the winners that were already proving themselves. paid was the amplifier, never the discovery mechanism.
reddit did the other half. seeded properly, it brought users who stayed, which pulls the blended number down in a way paid traffic alone never does.
Can I expect $0.02 CAC for my app?
probably not, and be careful with anyone who promises you a number before seeing your funnel.
$0.02 happened with a specific product, a specific audience and a specific moment. what transfers isn't the number, it's the system that produced it: high creative volume, hard kill rules, and paid spend that only follows proof.
on the free call i'll tell you what's realistic for your app, including if the honest answer is that your economics don't work yet.
I'm B2B SaaS, not a consumer app. Can you help?
yes. the playbook is about 90% the same either way.
at this point both B2B and B2C apps live or die on the same two things: video content, and written content that AI search engines will actually quote. i've watched B2B apps scale on video that their founders assumed was a consumer-only channel.
Inro, a paris startup, is the clearest example. we scaled them with video content in both the US and paris. the creative engine and the reddit method work on customer acquisition regardless of who the customer is.
where it stops working is enterprise B2B with six month sales cycles and procurement committees. that's a different job and i'll say so.
Who else have you worked with?
ZuAI is the flagship. the others i can name are RobinReach, Kanbox (a linkedin outreach tool) and Inro (an instagram automation tool out of paris). in total i've worked with 15+ VC-backed startups globally.
there's more i can share on a call than i can put on a public page, including the parts that didn't work.
Can I verify the ZuAI numbers?
the numbers come from the internal dashboards i worked in during the engagement. one thing worth knowing up front: ZuAI has since rebranded to Professor Curious, so searching the old name won't show you the current company.
on a call i can walk you through the account structure, the creative tests and what the reporting actually looked like. that's usually more convincing than a screenshot anyway.
What you actually do
Which channels do you run?
TikTok, reddit, meta, youtube and linkedin, plus the n8n and claude automations that hold it together.
i don't run all of them for everyone. channels earn budget by passing a test, not by being fashionable. if your users aren't on a channel, we don't spend there no matter how well it's working for someone else.
What is the SAFE Reddit playbook?
it's the set of rules that lets you get users from reddit without getting banned. i learned them the expensive way, across 40+ banned accounts, before the method stabilised.
the short version: reddit bans marketers, not products. one real account per real person, ten useful contributions before you mention anything, and the product only comes up where someone actually asked.
Do you make the ads yourself?
i run the creative engine. that means briefing a small bench of creators, three to five people, shipping 150+ ads a month, and killing the losers fast.
the ads are deliberately raw. phone footage, natural light, imperfect framing. polished ads read as ads and get scrolled past. i've watched a studio-produced ad cost $4.80 per install while the phone-shot version did $0.09.
Do you do SEO or content marketing?
yes, and it's become one of the strongest parts of the system.
it covers generative and AI SEO, app store optimization and play store optimization, each with its own testing loop. i track which queries the LLMs actually answer, then build content that gets picked up inside those answers.
the research method is the same one behind the reddit work: scrape reddit and the other communities where your users complain, find the gaps nobody has answered properly, and fill them with content that speaks to the people you actually want.
this site is the proof of the method. i write every playbook and post here, and the whole thing is built to rank in search and get quoted by AI assistants.
What are the n8n and Claude automations?
they're the parts of growth work that shouldn't need a human. turning one winning ad into a dozen variants overnight, watching for CAC drift, pulling reporting together so friday's update writes itself.
the point isn't the tools. it's that the boring half of the job runs on its own, so the hours go into the half that needs judgement.
How working together works
What happens on the free call?
i look at your funnel, your creatives and your channels live, and tell you the first three things i'd fix. you keep that whether or not we ever work together.
it's not a discovery call in the sales sense. no deck, no qualification script. bring one real growth problem from your desk and we'll spend the time on it.
What does the first week look like?
days 1 and 2, i read everything: your funnel, your ad account history, your CAC maths and every creative that has already failed.
days 3 and 4, i map the channels: which subreddits your users are actually in, which creative angles are worth testing, and what order to test them in.
days 5 to 7, the first briefs go out and the first tests go live. execution starts in week one, not week six.
How much of my time will this take?
less than doing it yourself at 11pm, which is what most founders i talk to are currently doing.
i need a solid session up front to understand the product and the customer, then access to the accounts, then a short weekly check. after that, the point of hiring an operator is that growth stops being your evening job.
Will you need access to my ad accounts?
yes, and that's the whole model. i work inside your accounts, not above them, and the accounts stay yours the entire time.
it also means you can watch the work happen in real time instead of waiting for a dashboard that summarises it a week later.
How do you report progress?
every friday, in writing: what we tested, what won, what died, and what changes next week.
it's numbers, not narrative. if a week went badly you'll read that it went badly, with the figures next to it.
How fast will I see results?
first tests are live inside week one. a real read on whether a channel works takes about 10 days, because that's the length of one honest test with a pass or fail line agreed in advance.
what you won't get is a month of strategy before anything ships.
Cost and commitment
What does it cost?
the breakdown call is free. growth sprints and monthly retainers get scoped on the call, based on your stage, your channels and how much of the system you want run for you.
i don't publish a rate card because the honest number depends on whether you need one channel validated or the whole engine run.
Is there a contract or a minimum term?
no lock-in. you start small and you keep the option to stop.
the reasoning is selfish as much as principled: if the only thing keeping a client is a contract, the work isn't good enough.
but here's the honest version most people won't tell you. if you're serious about scaling, plan for about six months. month one is building: real human content and AI content, warming up the reddit accounts, setting up the community side, and producing the assets we'll test. month two is testing those assets to get real baseline numbers. month three is optimising against that baseline, and by the end of it you know exactly what to scale and what to kill.
anyone promising you a transformed growth engine in 30 days is selling you month one and hoping you don't ask about the rest.
What is the catch with the free call?
there isn't one, and the reviews say it better than i can. one founder wrote that i won't hard sell you on anything because it isn't a sneaky sales call.
the business logic is simple: giving away a real breakdown shows the work instead of describing it. some of those calls turn into engagements, most don't, and the ones that don't still leave with the plan.
Do you work for equity?
it's possible. a small share of my work, roughly 5 to 15 percent, runs as equity-only advisory seats or fractional operator roles, alongside the standard paid engagements.
it's a conversation for the call, not a checkbox.
What happens if the sprint fails?
you get told, in writing, that it failed, and you keep everything we learned.
that's why the pass or fail line gets written before we spend a dollar. a channel that fails a properly run test isn't a wasted month, it's a channel you can stop wondering about and stop funding.
Whether this is a fit
Who is this not for?
agencies looking for someone to white-label. enterprise B2B with six month sales cycles. brand awareness projects with no performance number attached. and idea-stage founders who don't have a product yet.
if you're one of those, i'll say so on the call rather than take the engagement.
I'm pre-launch. Can you help?
usually not yet, and that's the honest answer rather than a polite one.
paid acquisition on a product nobody has retained yet just buys you expensive proof that people don't come back. get a product a real group of people return to, then the growth work has something to multiply.
Why hire you instead of an agency or a full-time growth lead?
against an agency: you get the person doing the work, not the person who sold it, and no retainer that produces dashboards instead of campaigns.
against a full-time hire: a good growth lead in SF costs $150k to $250k plus equity, takes months to hire, and you can't tell who's genuinely good until they've started. i'm faster to start and faster to stop.
Still have a question that isn't here?
bring it to the free breakdown. worst case you get an honest answer and a plan you keep.