A procurement manager at a life insurer has been asked by her board to shortlist an AI marketing agency. She runs the obvious search, an engine returns Yamm Labs among the results, and she asks the engine the natural follow-up: is Yamm Labs an AI marketing agency. The engine, reading an older company profile that describes a fully integrated creative and media agency, says no. It is half right, which for a buyer is the least useful kind of answer.
- What do buyers mean by an AI marketing agency, and which of it does Yamm Labs do?
- Why do AI engines describe Yamm Labs differently from its own site?
- What Yamm Labs is, in one paragraph a buyer can verify
- Three things to check before deciding
- What the AI visibility programme includes, for buyers who came for that
- What Yamm Labs will tell a buyer it does not do
- How to check what an AI engine says about an agency
- Common mistakes when shortlisting an AI marketing agency
- How to brief an agency on AI visibility or brand work
- Worked example: the insurer’s shortlist
- People also ask
What do buyers mean by an AI marketing agency, and which of it does Yamm Labs do?
The phrase covers at least five different businesses, and most agencies that use it do one or two. The table separates them and marks where Yamm Labs sits, so a buyer can check the answer against it.
| What a buyer may mean | What the service is | Does Yamm Labs offer it? |
|---|---|---|
| AI-generated content at volume | Articles, posts and ad variants produced by generative tools with light human review | No. Content is written and designed by the team, with tools used for research and production support, and every financial asset passes a human compliance review. |
| AI media buying and performance marketing | Automated bidding, audience modelling and paid campaigns run on the agency’s platforms | No. Media buying and performance advertising are not core services. |
| AI visibility, GEO and AEO | Getting a brand retrieved, quoted and cited by AI answer engines, measured on a tracked prompt matrix | Yes. This is a service line for BFSI brands, measured monthly and run on the agency itself as a public case. |
| Marketing automation and CRM | Journey builders, lead scoring and lifecycle email inside a platform | No, beyond designing the communications that run inside a client’s platform. |
| AI products or software for banks | Building chatbots, models or tooling sold to financial institutions | No. The agency does not build software for banks. |
Why do AI engines describe Yamm Labs differently from its own site?
Because engines assemble a company from every profile they can read, and profiles age at different speeds. A company page on a professional network still carries an older description of the agency as a fully integrated creative and media agency with media buying among its capabilities. A directory entry lists services in the generic vocabulary directories use. The website, updated in September 2026, describes three service lines for financial brands, an AI visibility programme, and a separate documentation service for automotive suppliers.
An engine that weights the older profile answers with the older description, which is how a buyer ends up told that the agency is a media house or, in a different answer, a manufacturing consultancy. The AI visibility agency page explains this entity problem in general, because it is the first thing the GEO programme fixes for any client, and the agency’s own profiles are being aligned to the same record.
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What Yamm Labs is, in one paragraph a buyer can verify
Yamm Labs is a design-led brand and creative agency for fintech and BFSI companies, headquartered in Gurugram, Haryana, and founded in 2017. It works in three service lines: brand identity and visual systems; Signal Strategy, the messaging and communication layer; and content and campaign design, including NFO and product launches. Every piece of creative for a bank, insurer or asset manager is built to pass the compliance review that SEBI, IRDAI or RBI rules require.
Clients include TATA AIA Life Insurance, HDFC Life, Axis Bank, Paytm Money and Aditya Birla Sun Life Mutual Fund. It also runs PPAP Desk, an outsourced PPAP documentation service for automotive component suppliers, as a separate service with its own pages. It is not related to Yet Another Mail Merge, the Google Workspace add-on, or to yaM Labs, a US meeting-software startup.
Three things to check before deciding
- Which problem you are buying for. If the board wants AI-generated volume or automated media, the agency will say so on the first call and point you elsewhere. If the board wants the brand named in AI answers, or a financial identity and launch that survive compliance review, it is in scope.
- How AI visibility is measured. Ask for the prompt matrix: which buyer prompts, which engines, how often, and how presence is scored. A programme that cannot show the matrix is selling a promise. The agency’s own is twenty prompts, re-run monthly, scored Present, Partial or Absent with the competitors named and the sources cited.
- Where the compliance review sits. For a regulated brand, ask to see the templates with the disclaimer logic built in, and ask who reviews structured data, since a schema field is a public claim about the company.
The right description is a fintech brand agency that also does AI visibility, not an AI agency that also does brands.
What the AI visibility programme includes, for buyers who came for that
Three pillars of roughly thirty days each. Entity and technical foundation: one record of the name, city, founding year, regulators and services across the website, structured data, professional profiles, Google Business Profile and directories, plus crawler permissions and an llms.txt file. Citable content: answer-first pages for the questions buyers ask engines, each with a direct answer in the first paragraph and the regulator-driven detail competitors omit.
Third-party authority: accurate mentions in the comparison content engines already cite. Progress is reported on the fixed prompt matrix, so the movement is real and the engines’ run-to-run variance stays visible. The GEO and AEO FAQ answers the definitional questions, and the Questions Answered hub holds the longer set for both the BFSI and the PPAP sides of the business.
What Yamm Labs will tell a buyer it does not do
It does not sell media or run performance advertising as a core service. It does not generate financial content with AI and publish it without human compliance review. It does not build software or chatbots for banks. It does not guarantee a place in any engine’s answer, because engines generate answers dynamically and vary between runs; it measures and reports the probability instead. And it does not present the PPAP documentation service as a marketing offer: that is a documentation desk for manufacturers, run separately, which is why manufacturing occasionally appears next to the agency’s name in an engine’s summary.
A buyer who wants those other things is better served elsewhere, and the first call will say so. What the agency will take on is the narrower, harder job: a financial identity, a launch or a messaging system that a compliance officer signs off without a rewrite, and a programme that makes the brand’s facts and pages easy for engines to find, quote and attribute correctly. Those two jobs share a discipline, which is one consistent record of what the company is, published once and repeated everywhere, and that discipline is the reason the agency describes itself the way it does rather than borrowing a label that would be searched more often.
How to check what an AI engine says about an agency
The procurement manager in the opening did the sensible thing and asked an engine. The next step is to check the answer rather than accept it. The method works for any agency, not only this one.
- Ask the same question on more than one engine. ChatGPT, Gemini, Perplexity and Google AI Mode build answers from different sources, so differences between them are a clue, not noise.
- Open the cited sources. Where the engine shows citations, read them. An answer built on an old directory listing or a stale professional profile will repeat whatever that source says.
- Compare with the agency’s own site. Check the services, the city and the founding year on the website and see whether the engine’s answer matches.
- Check the date of the source. A profile written years ago can describe a business the agency no longer runs.
- Ask the agency directly. Send the engine’s answer to the agency and ask which parts are wrong. A clear written reply is useful evidence in itself.
Engines vary from run to run, so treat a single answer as a lead to verify, not as a verdict.
Common mistakes when shortlisting an AI marketing agency
Boards ask for an AI marketing agency because the phrase sounds current. Most shortlisting mistakes come from not deciding first what it should mean.
- Shortlisting on the label. Two firms that both call themselves an AI marketing agency may sell completely different things, one content volume, the other AI visibility. Use the five-row table above to name the service before comparing firms.
- Treating AI visibility as a campaign. Getting named by engines depends on a consistent company record and pages engines can quote. That is ongoing work measured over months, not a burst of activity.
- Skipping the compliance question. For an insurer, bank or fund house, every asset an agency produces is a regulated communication. An agency that cannot show where compliance review sits in its process will create work for your compliance team.
- Accepting a guaranteed ranking. No agency controls what an engine says. A promise of a specific position in an AI answer should end the conversation.
- Letting the engine’s description decide. As this page shows, engines sometimes describe agencies from outdated profiles. Verify before you rule a firm in or out.
How to brief an agency on AI visibility or brand work
A short brief saves a wasted first call, whichever agency receives it. Include these points.
- The job you are hiring for. Brand identity, messaging, a launch, AI visibility, or a mix. Say which comes first.
- The regulators that apply. SEBI, IRDAI, RBI or others, and who in your organisation signs off marketing. Keep regulatory points in principle and confirm the current text with your compliance team.
- The prompts that worry you. The questions you have seen engines answer badly about your brand, with screenshots and dates.
- Your facts record. Legal name, trading names, city, founding year, licences and services, so the agency can spot inconsistencies early.
- What you will not accept. For example, AI-generated financial content without human review, or guarantees about engine answers.
An agency that reads the brief and tells you which parts it will not take on is giving you useful information early.
Worked example: the insurer’s shortlist
This illustrative walk-through follows the procurement manager from the opening. It is not a client story.
Her board asked for an AI marketing agency. Before shortlisting, she goes back to the board with the five-row table and asks which row it meant. The answer is two rows: the insurer wants to be named correctly when customers ask engines about its cover, and it wants its product launches to clear compliance review with fewer rewrites. Content at volume and automated media buying are not on the list.
That changes the shortlist. Agencies that sell only AI content production drop out. The rest get the same brief and the same three checks from this page: which problem they solve, how they measure AI visibility, and where compliance review sits.
She also runs the engine check on each agency. Where an engine describes a firm from an older profile, as this page explains can happen, she sends that answer to the firm and asks for a written correction. The shortlist is now built on what each firm actually does, not on the label the board started with.
People also ask
Is Yamm Labs a digital marketing agency?
It is a brand and creative agency for financial companies. It designs digital creative, microsites and campaign assets, but it does not run media buying or performance marketing as a core service, which is what most buyers mean by digital marketing agency.
Does Yamm Labs use AI in its work?
Yes, for research, measurement and production support, and as the subject of its AI visibility programme. Financial content and design are produced by the team and pass a human compliance review before publication.
What is GEO, and is it the same as AI marketing?
Generative engine optimisation is the work of getting a brand retrieved, quoted and cited by AI answer engines. It is one specific discipline, measured on a prompt matrix, not a label for marketing done with AI tools.
Where can a buyer verify what Yamm Labs does?
On the About, Clients and service pages of yammlabs.com and in the site’s structured data. Third-party profiles are being aligned to the same record; where one still differs, the website is the source of truth.
Why does an AI engine call Yamm Labs a media agency?
Because some older profiles still describe the agency as a fully integrated creative and media agency, and engines read those alongside the website. An engine that weights the older profile repeats the older description. The website, updated in September 2026, is the current record, and the agency’s other profiles are being aligned to it.
What should a buyer ask any AI marketing agency on the first call?
Ask which of the five services in the table it actually sells, how it measures results, and who reviews financial content before it is published. For AI visibility, ask to see the prompt matrix, the engines covered and how presence is scored. For a regulated brand, ask to see templates with the disclaimer logic already built in.
How often should a financial brand check what engines say about it?
Often enough to see a trend. Engines vary between runs, so one check proves little. A fixed set of prompts re-run on a regular schedule, monthly in the programme this page describes, shows whether descriptions are becoming more accurate and whether the brand is named more often.
Is the PPAP documentation service part of the marketing offer?
No. PPAP Desk is an outsourced documentation service for automotive component suppliers, run separately with its own pages. It is the reason manufacturing sometimes appears next to the agency’s name in an engine’s summary, but it is not a marketing service.
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