Use case — Competitor landscape monitoring

A competitor landscape that is still true next quarter

A landscape study is a photograph of a market that keeps moving. We re-screen the entire active web against your thesis every month and send you only what changed — each change with quoted evidence.

Full-web starting universe
Monthly delta cadence
Evidence on every change
0Classified domains re-screened
0Business & finance sites
0Industry categories
0Delta cycles per year
The problem

The day a landscape ships is the day it starts aging

Most competitor landscapes are commissioned once, presented once, and then quietly trusted for a year or more. Nobody decides to let them decay. It happens one unnoticed event at a time.

Month 2A new entrant appears. A specialist launches in your category with a credible site and named customers. No profile-based database has found it yet, so no alert fires anywhere. Your map simply has a hole.
Month 5A shortlisted company is absorbed. A group quietly acquires a firm on your list. The homepage now reads "a member of a larger family of companies" — but your document still shows it as independent.
Month 8A competitor pivots. The messaging shifts from equipment sales to service agreements and scheduled maintenance programs. The strategic shape you presented to the board is now the wrong shape.

None of these events announce themselves. Each is visible only as a change on a website — a page added, a phrase removed, a certification listed. Catching them requires re-reading the market, not re-checking a saved list.

That re-reading is what we sell. Our two-pass screening method runs monthly against the same full-web universe your original map came from.

Who is behind the data

We operate several AI platforms and provide large-scale specialized datasets — 300+ enterprise organisations run on our data, including one of Europe's largest telecom operators, adtech and cybersecurity platforms, and a leading airline metasearch. Monitoring runs on that same production infrastructure.

The delta

Six kinds of change one monthly cycle catches

Every cycle compares this month's full-web screen against last month's. Whatever moved is extracted, classified, and quoted. The rest of the universe stays silent — you read changes, not repetition.

New entrants

Domains that newly classify into your category — launches, pivots into your space, or firms that finally describe what they do. A fifth or more of confirmed fits never used the category's obvious keywords.

Ownership changes

Independence language disappears; "wholly owned subsidiary" or a group logo appears. In our specimen runs, about one in ten keyword-perfect candidates was already group-owned — monitoring catches the next ten.

Certification additions

A shop adds AS9100, UL 508A, ISO/IEC 17025 or an ASME stamp to its site. Capability claims like these change what a competitor can bid on — and which customers it can now take.

Footprint moves

New branch pages, widened service areas, additional states served. Physical expansion shows up on websites weeks before it shows up anywhere else you can legally see.

Messaging pivots

Product language giving way to service contracts, or one end market replacing another across case studies. Positioning drift is strategy made visible — and it is fully quotable.

Dormancy

Dated content stops, news pages freeze, roles disappear. A quiet site is not proof of a quiet company, but it is a documented signal your outreach list should reflect.

Two operating models

The refresh project versus the monitoring stream

Both models spend real money watching the same market. The difference is whether the spend buys you a document that decays or a feed that compounds.

The refresh project

Every 12-18 months someone notices the landscape is stale, a refresh is scoped and staffed, and three months later a new document arrives describing the market as it stood when the work began — meanwhile decisions lean on the old map, and the real cost is the whitespace conceded and the targets that got bought while nobody was reading.

The monitoring stream

The universe is screened once, then kept screened — each month you receive the delta (entrants, exits, ownership changes, pivots) with every line carrying a verbatim snippet and source URL, starting at €18,000 per thesis annually with custom ICP re-runs included, so the map never gets old enough to need a rescue project.

Cadence

What a monitoring year actually looks like

The rhythm is deliberately boring. Set the thesis once, then let the cycle run. Attention goes to the changes, not to the plumbing.

Month0

Baseline screen

Your thesis, written in plain language, becomes the filter. We run it across the full classified universe — triage first, then deep extraction on survivors — and deliver the baseline landscape, scored 70/20/10 across mandate fit, outreach suitability, and transition context.

Months1–11

Monthly deltas

Each cycle re-screens and diffs. You receive additions, removals, and changed companies as a compact file — typically a page of reading, not a report to schedule a meeting around.

EveryQ

Custom ICP re-runs

Ahead of mandate reviews or board sessions, we re-run any subset against a sharpened profile — a narrower geography, a specific service mix, a new must-have certification. Included in the tier.

Month12

Thesis review & re-baseline

We sit down with what a year of change taught us, adjust the thesis language where the market moved, and cut a fresh baseline for the next cycle.

Scale, concretely

The numbers from a real category screen

These are actual figures from one industrial-services category we screened end to end — the same machinery monitoring runs on every month.

367,478Domains in the category, globally
25,000US-focused triage pool
~17,300Live operating companies confirmed
1 in 10Keyword-perfect fits already group-owned

A market of this size cannot be watched by hand, and profile-based databases only alert on companies they already indexed. Starting from the whole web is what makes the deltas trustworthy: nothing can enter or leave your market unseen.

Evidence discipline

Every delta line is an auditable claim

A monitoring service is only as good as your ability to challenge it. We make every change checkable in one click.

What ships with each reported change

No unattributed judgements. If we say a competitor pivoted, you get the sentence that proves it, the page it came from, and the date we read it. The same discipline covers boring months — three rows is three rows, never padded into a report.

Verbatim snippet

The exact site text that triggered the change flag, quoted without paraphrase — in client deliverables, anonymized on this public site.

Source URL

The specific page, not the homepage. Your analyst can verify any line in seconds and reject it if we misread.

Documented exclusions

Companies leaving the landscape carry a reason and a quote too. Silent disappearance is how maps stop being trusted.

Decision framework

Three ways to watch a market, compared honestly

Each approach has a legitimate use. The comparison below is the one we walk buyers through before an engagement — including the rows where a cheaper option genuinely wins.

FactorOne-off landscape studyDatabase alertsFull-web monitoring
Starting universeWhatever the analysts foundCompanies already profiled100M+ classified domains
New entrant detectionOnly at the next refreshAfter a profile eventually existsThe month the site classifies in
Ownership-change detectionUsually missed entirelyIf the vendor updates the recordRead from independence language itself
Evidence per changeFootnotes, sometimesRarely quotedVerbatim snippet + source URL, always
CadenceEvery 12–18 monthsContinuous but shallowMonthly, against your exact thesis
Custom re-screensNew engagement, new feeFixed filters onlyICP re-runs included per thesis

A study is right, once

If you need a snapshot for a single board decision and the market will not matter to you next year, a one-off study is the cheaper honest answer. We will say so.

Monitoring fits a standing thesis

If the thesis persists — a platform hunting add-ons, a strategy team defending share, a corp-dev pipeline — the market deserves a stream, not a photograph. That is what we build.

Signals under watch

Four of our fifteen signals do the heaviest monitoring work

Every company in the landscape is scored against a fifteen-signal framework. In monitoring mode, four signals matter most — because they are the ones that move.

Website & news activity trajectory

Dated content, press pages, and project galleries establish a publishing rhythm for each company; monitoring notices when that rhythm accelerates or stops — a competitor suddenly publishing weekly is usually spending on growth, while one that goes silent for two quarters belongs on a different list.

Acquisition-program / roll-up readiness

When a company's site starts saying "our family of brands", lists sister companies, or announces its own acquisitions, it has changed sides from potential target to active consolidator — often the single most valuable flag of the year, because it changes both your competitive read and your target list in one line.

Hiring posture & functional investment

Careers pages are strategy documents nobody proofreads: new controller and operations-manager postings signal professionalization, a wave of field-technician roles signals geographic expansion, and we track the type of role rather than just the count because functional hires tell you where the money is going before the messaging catches up.

Partner & channel ecosystem position

OEM authorizations, distributorships, and association memberships move slowly, which is exactly why their changes matter — a new authorization line is a durable capability claim publicly staked, losing one is just as informative, and channel drift is one of the few strategic moves nearly always announced in writing.

The uncomfortable arithmetic: a landscape refreshed every eighteen months is wrong for roughly seventeen of them. The question is not whether your map has drifted — it is whether anyone will tell you where.

Honest limits

What monitoring will not tell you

We would rather set expectations here than in a dispute later. Three limits are structural, and we hold them deliberately — a monitoring vendor that promises everything is describing what you want, not what websites contain.

No transaction intentWe never claim a company is open to a deal. No website signal supports that claim, and we decline to manufacture it from thin air.
No private financialsWe do not estimate revenue or margins from page text. Vendors who do are guessing; a monitoring stream built on guesses compounds them monthly.
Only visible changeA company that changes nothing on its website produces no delta. What we offer is complete coverage of public change — not clairvoyance about private plans.
Working rhythm

Where the delta lands in your process

A feed nobody operationalizes is a subscription, not a capability. These are the four hand-offs our monitoring clients actually run.

The monthly file is built to be consumed, not admired. Every row is tagged by change type and keyed to your existing records, so it drops into whatever system your team already lives in.

  • Delta rows import into your CRM as tasks — new entrants routed to sourcing, ownership changes to whoever owns the relationship
  • Quarterly ICP re-runs land the week before mandate reviews, so the shortlist debated is the current one
  • Ownership-change flags feed IC memos directly — with the quote attached, no one relitigates the sourcing
  • Dormancy flags prune outreach cadences before another sequence goes to a dead inbox

Teams running an active pipeline usually pair this with add-on acquisition radar; portfolio owners lean on portfolio monitoring deltas.

delta_month-07.csv — 41 changes across ~17,300 tracked
+ new
6 new entrants classified into the category this cycle — "now offering turnkey system integration…"
± ownership
3 independence changes"proud to join the group's platform of service brands"
± pivot
5 messaging shifts toward service contracts — "introducing our preventive maintenance programs"
− dormant
4 gone quiet — no dated content in 180+ days, flagged for list hygiene
Questions we actually get

Landscape monitoring, asked and answered

How is this different from setting up web alerts ourselves?
Alert tools match keywords on pages they happen to crawl; they cannot tell you a company entered your market, only that a phrase appeared somewhere. We re-classify the full universe against your written thesis, so a delta means a company's actual fit changed. Alerts also fire constantly and quote nothing systematically — the signal-to-noise ratio is the difference between a feed you read and one you mute within a month.
What exactly arrives each month, and in what format?
A CSV plus a short written digest. Each row carries the company, the change type, the signal scores that moved, the verbatim snippet, and the source URL. Most cycles produce a few dozen rows in an established market. It is built to import into a CRM in minutes; several clients pipe it straight into their deal-flow tooling without touching it.
Can we change the thesis mid-year without renegotiating?
Yes. Custom ICP re-runs on any subset are included in the annual tier — that is the point of them. Narrow the geography, add a required certification, split the thesis into two variants: each re-run re-scores the affected companies with full evidence. What triggers a new engagement is a genuinely new thesis in an unrelated category, because that requires a new baseline screen.
How do you actually detect that a company was acquired?
From the company's own language. Sites announce group membership more reliably than any registry we could legally read at scale: "a subsidiary of", "part of the family of companies", a parent logo in the footer, an investor page appearing. We quote that text and link the page. Where evidence is insufficient we say so explicitly rather than guessing — insufficient-evidence is a formal outcome in our reports, not an empty cell.
Do you cover markets outside the US?
The starting universe is the entire active web — 100M+ classified domains, 24.7M of them business and finance sites — so coverage is global by construction. Screens are scoped by your thesis: one client watches a category across three continents, another watches two adjacent US states. Language is not a barrier; evidence snippets are quoted in the source language with translations where useful.
What does monitoring cost, and how do we start small?
Annual monitoring starts at €18,000 per thesis, including monthly deltas and custom ICP re-runs. If you want to test the machinery first, a proof project from €4,900 screens a bounded slice of your market end to end, and a full universe with deep shortlist starts at €9,900 — both convert naturally into a monitoring baseline. Details are on the pricing page.
Adjacent use cases

If this is your problem, these are usually next

Monitored to a written standard: no transaction-intent flags, no financial estimates, no profiling of private individuals — in the baseline and in every monthly delta. Read our standards.

Stop refreshing the map. Start reading the changes.

Send us the thesis behind your current landscape and we will show you, on a real slice of your market, what one monthly delta would have caught last quarter.