Agriculture and food production
Farming
Cultivating crops on land.
Four ways of farming the same land, and four different people asking questions about it: a wheat grower checking a date, a tomato grower losing stock in transit, a first-time investor pricing a polyhouse, an exporter chasing certification. Engines answer all four now. What differs is how close each answer sits to money, and that decides how hard we push.
Where the answer is being lost
Farming advice is read by one person and paid for by another.
Someone types “What is the actual return on a one acre polyhouse in India” and gets a number back. That someone is an agri-entrepreneur with capital to commit, and they will not ring five structure suppliers to check it. They act on what the engine said. The same shape repeats across farming: the grower checking a planting date, the exporter costing certification, the FPO head deciding what to aggregate this season. Each arrives at a decision already formed. By the time you hear from any of them, the seed is bought, the structure is ordered, or the certification body is chosen, and the spend is gone.
How we win this
The programme for farming
Follow the money, not the volume
The largest search volume in farming comes from growers, and growers rarely pay for content. So we build the advisory that the grower reads, then design the page it sits on to route the resulting enquiry to whoever actually transacts: the aggregator, the certification body, the structure supplier, the processor's procurement desk. The searcher and the client can be different people, provided the path between them is deliberate.
Numbers with their assumptions attached
Polyhouse payback, certification cost, yield per acre: every important number in farming is published by someone with a reason to flatter it. We publish the range, the year, the sample and the conditions that break it. That costs a little confidence on the page and buys something better, a number that holds up when the buyer checks it against their own district.
One search, one decision
A grower asks about sowing every year. Nobody researches a polyhouse build or a certification scope twice. Those questions get one long, careful session, usually before anybody is contacted, and whatever is published at that moment sets the shortlist. So the deep material goes up before the subsidy window and before the certification cycle, not in response to it.
What content cannot close
Grain sold at auction and produce sold through a mandi clear on price and on who the trader knows. No page changes that, and we will not claim otherwise. What content does do here is arrive earlier: it shapes what the grower plants, what specification a buyer asks for, and which supplier is already familiar when the negotiation starts.
The mix that carries it
Content
Answer and comparison pages
Cost, process, eligibility and comparison pages built for direct extraction, not for a reader who scrolls.
Authority
Original data and benchmarks
Proprietary numbers, surveys and benchmarks — the most-cited asset class there is, because nobody else has them.
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.
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
Video and YouTube
Video run as a primary AI source, for the dense, entity-rich transcripts models read and quote.
Authority
Digital public outreach
Earned mentions, trade coverage and third-party citations — the corroboration a model checks before it names you.
The constraint we work inside
Two limits shape what goes out. Anything touching certification scope or crop-protection dosage must match the standard and the label exactly, because both are audited. Economics get published as ranges with the assumptions beside them, never as a promised return. Both rules cut what we can claim. They also make what is left safe for an engine to repeat.
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 wheat grower in Madhya Pradesh asks an engine “When is the right time to sow wheat in central India” and takes the answer to the dealer counter the same week.
The question deciding this today
“When is the right time to sow wheat in central India”
- Who they sell to
- Buyers of grains and pulses, and the farmers growing them
- Who signs
- The farmer, or the procurement head at a processor
- What starts it
- Sowing season, price movement, procurement announcement, weather event
- Cost of staying invisible
- A season's income decided by a price nobody tracked
That answer currently comes from a state university bulletin, a national advisory portal, or a content farm recycling both. None of them names your district, your seed lot, or the buyer who will take the grain in April. A processor's procurement head researching supply for the same region finds the same thin material, plus a trader listing. The organisation that actually aggregates that crop, sets the grade and signs the offtake is nowhere in the answer, so both the grower and the buyer reach it through somebody else.
What we would run
- 01GEO blogs and authority content
A crop-calendar series written per district and sowing window: variety choice, seed rate, irrigation schedule, and the dates that shift with a late monsoon. Phrased the way growers actually type, not as extension-office prose.
This is the question asked in volume every season, and it is the one moment a grower is deciding rather than negotiating.
- 02Answer and comparison pages
Pages for the other side of the transaction: aggregation terms, grade and moisture specification, payment cycles, and what a procurement team can expect on volume and lead time from this region.
The procurement head at a mill is asking a supply question, not an agronomy one, and needs a supplier they can name internally.
- 03Original data and benchmarks
Your own yield, moisture and grade figures by district and season, published as a table with the sample size and the years covered stated on the page itself.
A number that names the district is the thing an engine quotes back, and the thing a farmer trusts over a national average.
- 04Entity and schema engineering
Entity definitions for the crops, varieties, districts and grades you handle, wired so an engine reads the advisory content and the procurement content as one organisation.
Without it the sowing advice and the offtake capability read as two unrelated publishers, and neither one carries the other into an answer.
What we would not recommend
- Reviews and testimonials. A mill forms its opinion of you with a moisture meter and a lab slip on the first load, and revises it on the second. No testimonial outranks that instrument. Asking your own members to praise the organisation they belong to would not change a single procurement decision.
- Instagram. A sowing date is useful for about ten days and only in the district it applies to. A feed cannot be queried by week or by district, so a post is stale before the question is asked. Nothing on the procurement side begins there either. A mill opens a supplier code, it does not follow an account.
- Quora. Sowing advice tips quickly into dosage and crop-protection specifics, where an off-label answer in a public thread carries real liability.
What a lead looks like
A procurement manager at a flour mill writes in October, having read your grade and moisture table for the district and your aggregation terms page. They want to know your committed volume for the season and whether you can hold moisture below their threshold at delivery. Price comes up third, not first.
What we measure
- Inclusion for district-level sowing questions
- Named in procurement and grade answers
- Advisory live before each sowing window
- Enquiries that cite the grade table
What changes
Farming buys on a calendar, and that calendar is public. Sowing windows, subsidy deadlines and certification cycles all have dates known months ahead, and your material is standing at each of them before the decision closes. So an agri-entrepreneur rings while the build budget is still open, wanting a two-crop plan for a structure they have already costed off your page. A retail sourcing head writes in the planning window to ask whether your growers can hold a grade through a four-day cold chain. An exporter asks which of their fields the certification body will treat as one operating unit. In each of those calls the figure being queried is one of yours.
Start here
See who gets named in farming 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.