Hypothesis to test

The relevance gap, for real

Pick a trade. Left, the keyword alert as free tools do it. Right, what Tendveo keeps. Same BOAMP contracts, same day.

Side-by-side comparison

Tendveo-matched

Semantic relevance score, reason for the match. Engine: local embeddings.

Travaux d'entretien et de maintenance de charpente bois, couverture, bardage et …
100% · missed by the alert · Sector Building & structural works
Demolition work · Rénovation des immeubles Grottes 6/6bis et Amis 5/7 (2189TI) T…
100% · missed by the alert · Matches: maconnerie, renovation
MARCHÉ PUBLIC DE TRAVAUX POUR LA REQUALIFICATION DE L’ILOT CENTRE-BOURG – RUE DE…
95% · missed by the alert · Sector Building & structural works
prestations de maîtrise d’œuvre relatives aux travaux de réhabilitation et de ré…
94% · missed by the alert · Matches: batiment, uvre, renovation · Sector Building & stru
Construction work · UNI - BASTIONS
91% · missed by the alert · Sector Building & structural works
Les travaux de construction d'un Centre Technique Communal à Villebon-sur-Yvette
87% · missed by the alert · Sector Building & structural works
Travaux de réhabilitation de la Maison des Enfants et du Pavillon, à Lomme
81% · missed by the alert · Matches: rehabilitation
3/7off-topic results in the raw alert
7relevant contracts the alert misses
100%best Tendveo score on this trade
The keyword alert has no idea of the trade: it grabs "river-bed cleaning" for a cleaning firm and misses "premises upkeep" that lacks the word. Tendveo reads meaning.
Run it on MY business → See pricing

Source : BOAMP/DILA · Licence Ouverte 2.0 · data as of 25/06/2026

The table

Keyword alert, legacy tools, Tendveo

Comparison of tender-watch approaches
CriterionKeyword alertLegacy toolsTendveo
Sorting methodWord presenceKeywords + filtersMeaning (semantic matching)
Missed contracts (without the word)YesOftenNo
Off-trade false positivesHighMediumLow
Europe coverage (TED, CPV)NoVariableYes
Public pricingVariableQuote-based (often > 100€/mo)Yes, from 39€/mo
SetupManualSales demoSelf-service
FAQ

Understanding the matching

Is a keyword alert enough for tender watch?

Rarely. As soon as a contract's wording varies (a synonym, an administrative paraphrase), the exact-word alert misses the notice or brings off-topic results. Meaning-based sorting stays relevant even without the searched word.

What is semantic matching?

A comparison by meaning: a model scores how well a contract fits your activity, beyond exact words. Tendveo computes it on its own servers, with no paid API, and a lexical fallback if the model is down.

Does Tendveo find contracts that lack my keyword?

Yes. That is the point of meaning-based sorting: a notice like "premises upkeep" surfaces for a cleaning company even without the word "cleaning".