AI visibility for electronics brands is how often AI engines name your brand when a buyer asks what to buy, such as "best wireless earbuds under ₹2,000". Depra AI measures it on ChatGPT, Gemini, Perplexity and Google AI Overviews, the AI summaries above some Google results. It asks your buyers' questions from inside your market and shows which brands are named and which sites are cited.
This page, part of Depra AI solutions for consumer brands, is for audio, wearables, phone accessories, chargers, small appliances and gadget brands. Kitchenware and gifting brands should read the lifestyle page, and fashion accessories brands the fashion page.
How do electronics buyers find brands in AI answers?
They ask about specs and budgets, and let the answer narrow the list. OpenAI names electronics first among the "detail-heavy categories" where shopping research in ChatGPT performs especially well (OpenAI, checked 8 Oct 2026). Retailers sort by budget too: Croma has a page for truly wireless earbuds under ₹1,000 (Croma, checked 8 Oct 2026).
So track questions that pair a product type with a price band and a spec, such as "best TWS earbuds under ₹2,000 with ANC". TWS means true wireless stereo, earbuds with no wire between them, and ANC is active noise cancellation. Track warranty, service-centre and compatibility questions too.
OpenAI says shopping research results are based on publicly available retail sites. If a retailer blocks automated access, it is skipped or replaced by sites with similar products (OpenAI Help Center, checked 8 Oct 2026).
Sites to watch are marketplaces and retailers, review and comparison sites, video reviews and forums. 91mobiles, an Indian gadget site, says it helps buyers decide on personal technology, including audio and wearables (91mobiles, checked 8 Oct 2026).
In Depra AI's study of 480 AI shopping answers, collected from ChatGPT, Gemini and Perplexity in India on 14 August 2026, youtube.com received 534 of 4,640 citations and reddit.com 191. Its questions were about skincare and fashion, so measure your own category first.
What does Depra AI measure in AI visibility for electronics brands?
Whether each engine names your brand and products, which sites answers cite, and what they say about you.
- Four engines: ChatGPT, Gemini and Google AI Overviews daily, Perplexity weekly.
- Brand mentions: visibility (the share of answers naming you), position, sentiment and share of voice (your share of all brand mentions), next to your rivals.
- Product prompts: a question for one product, such as "best 20000 mAh power bank under ₹2,500". Depra AI records whether each answer names your product, a rival's, or neither, on all four engines.
- Products ChatGPT shows: on every plan, the Shopping report ranks brands by their share of the answers where ChatGPT showed products, with average product position, SKUs shown and top merchants. Depra AI records product cards from ChatGPT only. OpenAI says shopping in ChatGPT is live for users in the US today and will expand to more regions (OpenAI merchants page, checked 7 Oct 2026). For India, your Shopping report may show few or no products until ChatGPT shows products there.
- Sources and gaps: every cited site is labelled by type, marketplaces included. The citation gap analysis, on Growth and above, lists sites citing a rival while you are missing, such as a "best neckbands" article without you.
- Perception and facts: the qualities answers tie to each brand, such as battery life or value for money, and how many answer claims supported or contradicted each of your facts, such as playtime, warranty or price, over the last 28 days.
- Changes and actions: what moved between the last two scan days, useful in a festival sale week, plus actions: pages to publish, sites to get cited on and checks on your own site.
- Languages and markets: English and Hinglish (Hindi and English typed in English letters), and up to 10 of 40 markets per project, such as India and the UAE.
How do I set up Depra AI for an electronics brand?
Yourself, in six steps. Depra AI is self-serve, so Starter, Growth and Scale need no sales call. Enterprise trials are opened by the Depra AI team. The quickstart has the detail.
- 1. Sign up with your own website, not a marketplace store page. DepraBot sends no request to a marketplace site entered as a brand's website.
- 2. Review the first free scan. It checks ChatGPT, Gemini and Perplexity and needs no card.
- 3. Correct your brand profile. Check the category, price band and products, such as "earbuds and chargers" rather than "accessories".
- 4. Pick markets and competitors: up to 10 markets, and 3, 5, 8 or 12 competitors depending on your plan.
- 5. Keep the right questions. Depra AI suggests up to 5 topics of 8 questions each. Add the price-band and product prompts below; prompts and topics explains slots.
- 6. Start the trial: 3 days free on Starter, Growth or Scale, card or UPI AutoPay required. Tracking on all four engines then starts.
How does Depra AI read my product catalogue and data?
DepraBot, the Depra AI web reader, reads your store's product list so Depra AI knows which earbuds, chargers and appliances are yours. It reads without signing in, and Depra AI never changes your store.
A Shopify store is read through the Shopify Storefront API, without an access token. Other stores are read through the WooCommerce Store API or, when no API lists products, through sitemaps and up to 3 product pages. DepraBot reads only your own site, its subdomains and your store's myshopify.com address. It obeys robots.txt, the file that tells bots what they may read. If yours keeps DepraBot out, upload your product list as a file.
Scans run at setup, weekly and when you start one with Fetch: 3 a day per project on Starter and Growth, 5 on Scale and Enterprise. See the store catalogue docs and About DepraBot.
Questions are asked from inside your market; answers are stored in full. ChatGPT and Gemini are read from their web apps, AI Overviews from a real Google results page and Perplexity through Perplexity's API (methodology).
A Depra AI app for Shopify is coming to the Shopify App Store. When it is listed, it will read your products, collections and store pages. Until then, setup needs no Shopify app and no access token.
How do I connect Depra AI to Claude and other AI apps?
Through the Depra AI MCP server (MCP is Model Context Protocol), a read-only link that lets apps such as Claude read your stored data, from earbuds to power banks.
- 1. Open API Keys in the Depra AI sidebar, under Company.
- 2. Create a personal access token.
- 3. Pick your app's tab: Claude Code, Cursor, VS Code, Claude Desktop, Codex or Other.
- 4. Add the server and token as the tab shows.
- 5. Restart or start, as the tab says: quit and reopen Claude Desktop, open a new terminal for Claude Code and Codex, or start the server in VS Code and paste your token.
- 6. Ask: "List my Depra AI projects."
What the connection can and cannot do
The server only reads: it cannot change a project, start a scan or edit a website. A token can read only the projects its creator can access, so keep it secret and out of git. Claude on the web and ChatGPT cannot connect yet.
Exact files are in MCP setup, the overview in the MCP server docs and every tool in the MCP tools reference.
Which buyer prompts should an electronics brand track first?
Start with 10 to 12 questions that mix price bands, specs, comparisons and occasions. These are examples to track, not results.
| Prompt | What it shows you | Type |
|---|---|---|
| best TWS earbuds under ₹2,000 | Which brands are named in a crowded price band, and which review pages are cited | Price band |
| earbuds with the longest battery life under ₹3,000 | Whether answers repeat your playtime claim, and which spec pages they cite | Spec and price band |
| neckband or TWS earbuds for the gym | Which form answers favour, and whether your range is named for both | Comparison |
| best smartwatch under ₹5,000 with Bluetooth calling | Which wearables brands are named for a feature-led budget question | Price band |
| best 20000 mAh power bank for long train journeys | Whether your power bank is named for a real use, and which marketplaces are cited | Product |
| one fast charger for both laptop and phone | Whether your multi-port charger is named, and which compatibility pages are cited | Problem |
| best Bluetooth speaker for a house party under ₹5,000 | Which speakers are named for an occasion, and whether video reviews are cited | Occasion |
| which earbuds brand has the most service centres in India | Whether answers mention your warranty and service network, or a rival's | After-sales |
| best mixer grinder for idli and dosa batter | Which small-appliance brands are named for an Indian kitchen task | Category |
| best air fryer for a family of four | Which brands and sizes are recommended, and which retailers are cited | Category |
| best gadgets to gift under ₹1,500 for Diwali | Whether your products appear in festival gift lists | Festival |
| water-resistant earbuds for running in the monsoon | Whether answers mention your IP rating, the code for dust and water resistance | Climate |
Which SEO, AEO and GEO audit prompts can I ask Claude about my gadgets?
Paste these into Claude or another connected app. GEO (generative engine optimization) is about being named in AI answers. AEO (answer engine optimization) is about what answers say and which questions your pages answer. SEO here covers the pages and domains answers cite.
Start with list_projects: most other tools need a project id from it. The AI crawler check is not among the MCP tools, so run it in the app with the AI crawler checker.
| Prompt | What it checks | Depra AI MCP tools it uses |
|---|---|---|
| For our wireless earbuds topic, show our visibility, share of voice and average position on each engine over the last 30 days, next to each rival. | GEO: presence and share in answers, split by engine | list_projects, list_topics, get_brand_report |
| On our smartwatch prompts, how often are we named first, and who comes first when our closest rival is named too? Show three answers. | GEO: rivals and who is named first | list_brands, get_brand_insights, get_head_to_head_chats, get_chat |
| Which products did ChatGPT show for our power bank prompts, whose products appeared most, and which merchants did the cards point to? | GEO: product cards in ChatGPT answers (ChatGPT only) | get_shopping_summary, list_chats |
| Which of our facts, such as playtime hours, warranty period, price and BIS registration, did AI answers contradict in the last 28 days? | AEO: facts AI gets wrong | list_facts |
| What qualities do AI answers tie to us and our two biggest charger rivals, and which themes sit behind our negative mentions? | AEO: brand perception and sentiment | get_brand_perception, get_brand_insights, get_sentiment_report |
| What web searches did ChatGPT run behind our mixer grinder answers? List the ones about warranty, service or price. | AEO: the questions your pages should answer | list_search_queries |
| List our open actions for the earbuds topic, then show the evidence and steps for the top one. | AEO: what to publish and where to get cited | list_actions, get_action |
| Which domains and pages do AI answers cite most for our Bluetooth speaker prompts, and what type is each? | SEO: the pages and domains AI cites | get_domain_report, get_url_report |
| For our under ₹3,000 earbuds tag, which sites are cited in answers that name rivals but not us? Skip low-confidence rows and mark the ones we can pitch. | SEO: gaps against rivals | list_tags, get_source_gaps |
| Read the most cited comparison page for our smartwatch prompts and tell me which brands it names and whether our model is on it. | SEO: what a cited page says | get_url_report, get_url_content |
What can an electronics brand do to get recommended by AI?
Make specs, certifications and after-sales details easy to find, then earn a place on the pages answers already cite.
Publish every spec as text, and keep it consistent
Put playtime, charging watts, battery capacity, IP rating and warranty on each product page as text, and keep the numbers identical on listings and the box. Google says AI Overviews need no special optimizations, and lists basics such as structured data that matches the visible text (Google Search Central, checked 8 Oct 2026). Add each claim to your facts list.
Show your BIS registration where buyers can find it
BIS, the Bureau of Indian Standards, lists power banks, power adaptors, smart watches, wireless earphones, Bluetooth speakers and smart speakers under its compulsory registration scheme (BIS, checked 8 Oct 2026). Its BIS Care app can check the authenticity of electronic products by their R-Number under this scheme (BIS, checked 8 Oct 2026). Put your registration details, R-Number included, on the product page, so a certification question has a page of yours to cite.
State the star label on appliance pages
The Bureau of Energy Efficiency (BEE) runs a star label programme, launched in May 2006. It says a higher star rating implies greater energy efficiency (BEE, checked 8 Oct 2026). If your appliance has a label, write its star rating as text wherever it is sold.
Answer warranty and service questions on your own site
Publish one page with the warranty for each product, how to claim it and your service centres by city. Answer there each warranty or service search ChatGPT ran, from the audit prompt above.
Get onto the review and comparison pages AI already cites
Use the gap list to find review sites, video channels and comparison articles cited for rivals but not you, and offer review units. Google's guidance for reviewers asks for quantitative measurements of performance and for what sets a product apart (Google Search Central, checked 8 Oct 2026). Send test numbers they can check, not slogans.
Complete your marketplace and retailer listings
Where a marketplace is cited and you are missing, create or claim your listing so the page exists for an engine to find and cite. Marketplace intelligence shows which marketplaces your answers cite.
What does Depra AI not do for electronics brands?
It does not track marketplace rankings, your sales, prices, stock or reviews, and it does not change your site.
- Marketplaces: no rankings inside a marketplace's own search, no marketplace sales, Buy Box or ads, and no Amazon Rufus.
- Product cards: only from ChatGPT. The other three engines are tracked for brand mentions and sources.
- Your site: Depra AI does not write content, edit your website, change your store or run a technical site audit.
- Location: country level only, so "best earbuds in Bengaluru" is still asked from India as a whole.
- Results: no guarantees. Mark an action done and Depra AI shows your visibility before and after, which is not proof of cause.