Retail and consumer goods
Electronics retail
Selling consumer electronics.
These purchases are researched hard and decided slowly. Weeks of comparison, spec sheets read line by line, a purchase justified to a spouse or a manager. That research now opens with a question to an engine, and the engine answers from review press and manufacturer datasheets. The opening is narrower and more useful: the questions those two sources never answer.
Where the answer is being lost
The review press answers for you, and it has never seen your stock.
A household types “What washing machine capacity suits a family of four” and gets an answer built from a manufacturer's product page and a publisher's roundup. Neither knows what you stock, what it costs installed, or what the running cost looks like over five years. The buyer, who has been comparing for weeks and will decide with a spouse, arrives at your shop or your site with a model number already in mind and no idea you sell it. She pays for capacity she will not use, and the sale you lose was decided before she asked.
How we win this
The programme for electronics retail
The spec sheet is the brand's. The rest is yours.
Every retailer listing that washing machine shows the same description, because the manufacturer wrote it. Publishing it again, faster, is not a position. The facts no brand puts out are the ones that decide the purchase: the price installed, the clearance the door needs, which variant is on the floor this week, what the extended warranty pays for and what it quietly does not. Those are yours to publish. Written as fields rather than prose, they are also the only part of the record an engine cannot already get from the brand.
Answer the sufficiency question
Most electronics questions are not which one, they are how much is enough. Enough capacity for four people. Enough graphics for a first video edit. Enough noise cancellation for a bus. These have finite, defensible answers and almost nobody publishes them, because a manufacturer cannot say when its higher model is unnecessary. A retailer can, and the buyer remembers who did.
Ownership, not the launch week
Review coverage is written in the first fortnight, from a sample unit. What the buyer wants is the second year: battery after eighteen months, service centre reach, what breaks, what a replacement part costs, whether the warranty covers the panel. You have that from your own returns desk and service log. Structured reviews and answer pages make it retrievable.
Where we will not compete
We are not going to beat the technology press at launch reviews or creators at unboxing. That ground is taken and buying it back is expensive. The winnable surface is narrow and specific: variant-level facts, compatibility, running cost, stock and service. Narrow surfaces are where an engine looks when the question gets precise, which is the moment before a purchase.
The mix that carries it
Foundation
Entity and schema engineering
Structured data and entity definition so engines know exactly what you are, where you operate, and what you are credible in.
Content
Answer and comparison pages
Cost, process, eligibility and comparison pages built for direct extraction, not for a reader who scrolls.
Authority
Reviews and testimonials
Structured, retrievable proof from customers, which is what engines lean on when a category has no objective data.
Content
Video and YouTube
Video run as a primary AI source, for the dense, entity-rich transcripts models read and quote.
Content
GEO blogs and authority content
The definitive written answer to the questions your buyers put to an engine, structured so it can be lifted and attributed.
The constraint we work inside
Published numbers must match the manufacturer's tested figures and the BIS label. We will not invent a battery result or restate a star rating the datasheet does not carry, and where we compare, the comparison stays factual and sourced. It keeps the content usable and keeps you out of a dispute with a brand partner.
Specialisations
4 total
The pitch is different for each one, because the buyer, the trigger and the rules on what may be published are different for each one. Open the one that is yours.
A buyer weeks into comparing phones asks an engine “Which phone has the best battery life under fifteen thousand”, and gets a publisher's roundup that has never checked whether you stock any of them.
The question deciding this today
“Which phone has the best battery life under fifteen thousand”
- Who they sell to
- Buyers of phones and accessories
- Who signs
- The buyer, usually researching for weeks
- What starts it
- Upgrade cycle, damage, new launch, plan change
- Cost of staying invisible
- Money spent on specifications that do not matter
The answer to that question is assembled from three or four review sites and the manufacturers' own pages. Your catalogue is not in it, because a price and an image are all a retail listing usually carries. The variant matters and nobody records it: the 6GB version with the smaller cell, the charger in the box or not, the refresh rate that drops on the base model. When the buyer narrows to two handsets, there is no page of yours in the comparison.
What we would run
- 01Entity and schema engineering
A product record for every variant you list: storage and RAM as separate entities, battery capacity, charging wattage, in-box contents, warranty term, price and availability.
Under fifteen thousand is a filter applied before anything is compared. A handset crosses that line and comes back over it several times between launch and clearance, and the buyer has been watching for weeks. The record has to be true on the day the question is asked, not on the day the page was written.
- 02Answer and comparison pages
Battery pages built from capacity, chipset and refresh rate rather than a verdict, X versus Y pages for the two handsets your customers keep shortlisting, and an exchange-value page for last year's models.
Under fifteen thousand is a budget bracket, and bracket questions get answered by whoever has written the bracket down as a comparison rather than a list.
- 03Reviews and testimonials
Owner reviews collected at six and twelve months, asked about battery, heating and service, then structured so the model, the duration of ownership and the specific complaint are all readable fields.
Launch reviews cannot describe a phone after a year. Yours can, and that is the part of the answer the review press structurally cannot supply.
- 04Video and YouTube
Short comparison videos shot with the handsets on your shelf, with clean transcripts and chapter markers, covering charging time, one-day usage and what the box contains.
Engines read transcripts. A video that says the numbers out loud becomes a citable source, which an unboxing edited for pace does not.
What we would not recommend
- X. Handset arguments there run on brand loyalty, and a multi-brand retailer cannot join one without taking a side against half its own shelf. The people who set your allocation read it too.
- Instagram. It sells the look of a handset and earns attention, but engines rarely retrieve from it, so it cannot carry the specification work.
- Original data and benchmarks. A battery table under your name reads as a verdict on the brands that decide your stock and your margin. The first one to dispute the figures raises it with your account manager, and there is no version of that conversation worth having.
What a lead looks like
A buyer messages your store having read your comparison of two handsets in the same bracket. He knows which one holds charge better under his usage and that you stock the 8GB variant. He wants to know the exchange value on his current phone and whether the case he owns will fit.
What we measure
- Inclusion on bracket comparison prompts
- Variant-level schema on every listing
- Owner reviews cited in answers
- Enquiries naming a specific variant
What changes
The first message now carries a model number and a constraint. A household writes asking whether the seven kilogram model copes with four people and school uniforms, having read your capacity table. A student asks which of the two laptops you stock will still edit comfortably in three years. A commuter asks whether the cancellation on a given pair does anything on a bus. Each of them has already done the comparison. What is left is confirmation: stock, fitment, the price on the day, and whether the delivery makes it to a third floor without a lift.
Start here
See who gets named in electronics retail today
We put your buyers' real questions to the live models and come back with the businesses they name, the sources behind those answers, and the gap between that list and yours.