For D2C: track the buying prompts that name your products

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4 AI enginesEnglish + Hinglish trackingTracked daily
ACME’s dashboard
Export

Overview · ACME’s visibility trending up by 5.2% this month

VisibilitySentimentPosition
JanFebMarAprMayJun

ACME’s competitors

Compare ACME with its competitors

BrandVis.Sent.Pos.
1Mamaearth65%862.7
2Minimalist62%622.9
3ACMEYou47%893.6
4Plum41%763.9
5mCaffeine28%882.3
DomainsURLs
DomainTypeUsed
reddit.comUGC32%
yourstory.comEditorial43%
wikipedia.orgReference31%
nykaa.comMarketplace28%

Domains by type

Most used domains categorised by type

32%
UGC
UGCEditorialCorporateCompetitorOthers

Tracking answers across

ChatGPTAI OverviewsGeminiPerplexity

The category

What is Answer Engine Optimization?

Answer Engine Optimization (AEO), also called Generative Engine Optimization (GEO), is the work of making a brand show up accurately and favourably inside AI answers on ChatGPT, Gemini, Perplexity and Google AI Overviews. SEO earns you a ranking on a results page. AEO earns you the recommendation inside the answer itself.

Structured, well-cited pages earn up to 40% more AI citations.(Princeton GEO study, KDD 2024)

The metrics

Three numbers decide it. Whether AI recommends you comes down to how often you’re mentioned, where you rank, and how warmly the answer talks about you.

01

Visibility

The share of AI answers that mention you at all.

02

Position

Where you land when AI ranks the options.

03

Sentiment

How warmly the answer talks about you once you’re in it.

What are the best natural skincare brands in India?

AI answer

Great skincare in India comes down to clean ingredients, skin type and value. Here are the homegrown brands buyers rate highest in 2026:

ACMEYouVis.63%Sent.90Pos.#2

Clean, clinically-tested formulations with a fast-growing D2C following across metros and tier-2 cities.

MamaearthVis.58%Sent.72Pos.#1

Toxin-free, nature-inspired personal care with wide availability across marketplaces and quick commerce.

MinimalistVis.44%Sent.85Pos.#3

Ingredient-first, transparent formulations at accessible prices. A favourite with actives-savvy buyers.

For D2C brands

AI recommends products by name and price. When a buyer asks for “a body balm under ₹3,000”, the answer names a product. Depra tracks product-level buying prompts, so you see which answers name your products and which name a rival’s instead.

Built for D2C: suggested prompts in English and Hinglish, plus any prompt you write.

Product prompt visibilityACME · D2C
Concentrate Body Balm₹2,900
BodyConcentrate Body Balm74%+11.1%
Rejuvenate Body Balm₹2,900
BodyRejuvenate Body Balm81%−6.2%
Toothpaste₹950
Oral careToothpaste85%+10.4%
ProductsDimensions
Concentrate Body BalmValue
Rejuvenate Body BalmPackaging
ToothpasteListicle

The audit

Start with the free audit. Depra runs the buying questions your customers actually ask across ChatGPT, Gemini, Perplexity and Google AI Overviews, then sends you a report of where you show up, where you don’t, and who gets named instead.

If AI already recommends you, the report says so. If it doesn’t, you’ll know exactly why before you spend a rupee.

AI VisibilitySample report
42.5%+4.5%
Updated 1d ago

Where you appear

ChatGPTChatGPT
62%
AI OverviewsAI Overviews
48%
GeminiGemini
35%
PerplexityPerplexity
27%

Sources shaping your answers

acme.inYou43%
mamaearth.inmamaearth.inCompetitor39%
reddit.comreddit.comUGC32%
wikipedia.orgwikipedia.orgReference31%
You have 5 strategy recommendations

How it works

The report, the plan, the re-run

Three steps, each ending in a document you can open.

01Day 0 · Free
AI visibility · ACMESample
42.5%+4.5%
vs. 14 competitors

The report

Your visibility mapped across every major AI engine: the prompts, the answers, and the competitors named ahead of you.

02Week 1
Shipped this sprint3 changes
FAQPage & Product schema
Answer-ready category pages
Orphan pages, broken headings

The plan

Every gap becomes a ranked move: schema, site structure, answer-ready pages, citations to earn. Ship it with your team or hand it to ours.

03Daily
Earned this month
reddit.com+2 mentions
yourstory.comFeature placed
wikipedia.orgCitation earned

The re-run

The same prompts run again daily. Your visibility line moves against named competitors, and the next set of moves comes with it.

The platform

Turn AI answers into new customers

Find the prompts that matter, watch your rankings, and act before your competitors do.

Set up prompts

Suggested buying questions for your category, plus any prompt you write yourself.

Tracked promptsBulk import CSV
best vitamin C serum in India84%Awareness
sunscreen that doesn’t leave a white cast78%Problem-aware
best body balm under ₹3,00071%Purchase

What’s the best natural skincare brand for oily skin?

2 tags · India · Rising position · Positive sentiment

Tags

Problem-awareMid-market

Location

India

Language

English

Prompts in the language buyers type

Suggested buying prompts in English and romanised Hinglish, the way Indian buyers actually ask.

Suggested promptsSuggested
Englishbest sunscreen under ₹500 that doesn’t sting eyes
HinglishIndia me sabse accha protein powder kaunsa hai?
Hinglishoily skin ke liye best face wash kaun sa hai?

Your own prompts

best body balm under ₹3,000Purchase
sabse acchi silver jewellery brand?Hinglish

Add your competitors

See who’s being named instead of you, in one shared board.

Brands (5)

Mamaearth+3mamaearth.in+ Start tracking
Plumplumgoodness.com

Choose AI models

Track the engines your buyers use. Checked daily.

ModelsSet frequencyDaily
ChatGPT
AI Overviews
Gemini
Perplexity

Find key sources

See the exact citations shaping your visibility, and where your competitors are being pulled from.

Search sourcesAll types
DomainTypeUsed
reddit.comUGC32%
acme.inYou43%
wikipedia.orgReference31%
mamaearth.inCompetitor39%
yourstory.comEditorial45%
You have 5 strategy recommendations

Act on insights

Every insight becomes a ranked move your team can ship this sprint, or hand to ours.

G2 reviews are regularly citedKeep your profile and reviews fresh
LinkedIn is a common sourceConsider joining the conversation
Join r/IndiaStartups discussionsThreads show up frequently in sources
YourStory articles show up in answersPlace a story via digital PR
Invest in digital PREditorial domains are often cited

The action plan

AI doesn’t guess. It names brands it can read, verify and cross-reference. Your plan covers the six things that decide whether that’s you.

01

Site structure

Clean headings, crawlable pages and internal links that let AI parse what you do and for whom.

HeadingsInternal linksCrawlability
02

Schema & entities

Structured data and consistent entity signals, so models know exactly who you are.

ProductFAQPageOrganization
03

Answer-ready content

Pages written to answer the questions buyers actually ask.

Buyer questionsComparisons
04

Citations & mentions

Placements on the lists, comparisons and reviews AI already leans on for answers.

ListiclesReviewsReddit
05

Brand consistency

Same name, same claims, same facts everywhere AI looks: site, directories, socials.

NameClaimsFacts
06

Ongoing monitoring

Your prompt set re-run daily, with movement tracked against competitors.

Daily re-runsAlerts

The delta

Same prompt. Three months apart.

One buying prompt from a real audit shape: month 0, then the re-run after the plan shipped.

best body balm under ₹3,000?
Month 0Not in the answer

For a body balm under ₹3,000, the strongest picks are Mamaearth and Plum. Both are easy to find on marketplaces and hold up well for daily use.

MamaearthPlum

ACME absent. No citation from acme.in.

Month 3In the answer

ACME’s Concentrate Body Balm is the strongest pick under ₹3,000, with clinically tested claims on its site. Mamaearth and Plum are solid alternatives.

ACMEMamaearth

Named first. Cited: acme.in/body-balm

Reports & exports

Reports your team will actually read

Every report and every scheduled re-run lands in the formats your team already uses.

AI Visibility ReportACME
1Add Product & FAQ schemaHigh
2Rewrite category pagesHigh
3Earn listicle citationsMed

The report

A clear, ranked document: where you stand, what to fix first, and what moved since last month.

ACME · overviewLive

Visibility

47%+4.5%

Sources cited

128+12

Looker Studio

A live dashboard your whole team can open. Visibility, sources and movement, refreshed daily.

acme-visibility.csv · 42 KBDownload
promptenginevis
best vitamin c serum…chatgpt84%
sunscreen white cast…gemini78%
best body balm…perplexity71%

Clean exports

CSV or Sheets on request. Take the raw data into the tools you already run.

Delivered where you work.

The report, the dashboard and the exports, sent where your team already talks.

EmailWhatsAppCall walkthrough
Start free audit

AI is the new search engine.

Track the buying prompts that decide who gets recommended.

Gartner expects traditional search volume to fall 25% by 2026 as buyers move to AI assistants. (Gartner, 2024)

best natural skincare brand in India?sunscreen that doesn’t leave a white cast?best running shoes under ₹5,000?which protein powder is actually clean?best perfume for men under ₹1,500?best face wash for monsoon breakouts?best natural skincare brand in India?sunscreen that doesn’t leave a white cast?best running shoes under ₹5,000?which protein powder is actually clean?best perfume for men under ₹1,500?best face wash for monsoon breakouts?
is this D2C brand actually legit?best body balm under ₹3,000?toxin-free baby products in India?best hair oil for hair fall?which vitamin C serum actually works?best ghee brand for daily use?is this D2C brand actually legit?best body balm under ₹3,000?toxin-free baby products in India?best hair oil for hair fall?which vitamin C serum actually works?best ghee brand for daily use?
best coffee beans in India?top kurta brands for summer?best budget smartwatch under ₹3,000?which mattress is best for back pain?best green tea for weight loss?affordable silver jewellery brands?best coffee beans in India?top kurta brands for summer?best budget smartwatch under ₹3,000?which mattress is best for back pain?best green tea for weight loss?affordable silver jewellery brands?

IndicGEO · Original research

We asked AI the same buying question in English and in Hinglish. It recommended different brands.

Ten buying prompts, each asked both ways, run eight times against ChatGPT, Gemini and Perplexity in India. Because engines never answer identically twice, we measured each engine against its own rerun noise first. The language gap beat that noise on all three. Every response, script and seed is public so you can check the numbers yourself.

90% → 41.3%
Gemini answers that cite a source
English 72/80, Hinglish 33/80
23.4 pts
Perplexity brand-list shift by language
measured against its own rerun noise
480
Responses collected and published
3 engines, geolocated to India

A deliberately small, deep study: 10 prompts in two categories, one fieldwork window. Limitations are stated in full in the report.

Client words

The free audit was the first time anyone showed us how AI actually talks about our brand. Clear, specific, and no jargon.
Rishab AryanD.A.R. JewelleryRishab Aryan

Find out what AI istelling your customers

The audit is free. The gaps are already there. You may as well see them.

7-day free trial. Cancel before it ends and you are not charged.

FAQs

Answer Engine Optimization and Generative Engine Optimization: the work of making your brand show up, accurately and favourably, inside AI answers on ChatGPT, Gemini, Perplexity and Google AI Overviews. Think SEO, but for the answer instead of the link.

They describe the same discipline. AEO (Answer Engine Optimization) is the common industry term for earning placement inside AI answers. GEO (Generative Engine Optimization) is the label from the 2024 Princeton study that measured which tactics actually move citation rates. We use both because buyers search for both.

You add a card, then get 7 days of the full Solo plan. Nothing is charged during the trial, and first results arrive within minutes of signup: where you appear, where you don’t, and who gets named instead. On day 7 the card is charged ₹2,359 (₹1,999 + 18% GST) and the plan continues monthly. Cancel any time before day 7 and you are not charged at all.

Depra suggests buying prompts for your category in English and romanised Hinglish, the way Indian buyers actually type them (“sabse accha protein powder”). Hinglish stays in Latin script, so it matches what people put in the box. Use the suggestions as they are, edit them, or write your own from scratch.

Three things decide it: a site AI can parse (structure, schema, answer-ready pages), consistent facts about your brand everywhere AI looks, and mentions on the sources AI leans on, like review platforms, Reddit and comparison articles. The audit shows which of these you are missing. The plan ranks the fixes.

Yes, through prompts. Add product-level buying prompts like “best body balm under ₹3,000” and Depra records whether the answer names your product, a rival’s, or neither. Track a prompt for every SKU that matters to you.

Four: ChatGPT, Google AI Overviews, Gemini and Perplexity, tracked daily on paid plans (Perplexity weekly). Coverage follows where your buyers actually ask, and engines are added as usage shifts.

Pricing is public at depra.ai/pricing: a free plan, then ₹1,999/month (Solo), ₹7,499 (Growth) and ₹12,499 (Agency), excluding GST. Tiers differ by prompts, projects, competitors and reporting features. No sales call needed.

A visibility score across ChatGPT, Google AI Overviews, Gemini and Perplexity, competitor benchmarks, the sources shaping your answers, and a ranked list of fixes, refreshed daily so you can see movement. Everything is self-serve in your dashboard from the moment you sign up.

Every category moves differently. On-site fixes ship in weeks. Citations build over months. Depra re-runs the same prompt set daily and tracks movement against real answers.

They overlap. Good SEO helps, but AI answers weigh structure, entities and third-party citations differently. The audit shows the gap between your rankings and your AI visibility.

Both. Your team can run the action plan with our tracking and playbooks behind it, or we execute it end-to-end with you.

India, working with Indian and global brands. Everything happens over email, WhatsApp and calls.