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

Keyword alert « voirie »

Literal word match, sorted by publication date.

Travaux divers de voirie
ok · COMMUNAUTÉ D'AGGLOMÉRATION ROYAN A

Tendveo-matched

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

Travaux de suppression du giratoire de Compans et de mise aux normes des bretell…
100% · missed by the alert · Correspond à : travaux · Famille Voirie & réseaux divers
Accord-cadre de travaux de nature courante sur le périmètre de l'EPA Euroméditer…
100% · Correspond à : travaux, voirie, reseaux · Famille Voirie & r
Travaux de reconstruction de chaussée en agglomération, aménagements de sécurité…
100% · missed by the alert · Correspond à : travaux, trottoirs · Famille Voirie & réseaux
ASSISTANCE TECHNIQUE POUR LES SERVICES PUBLICS D'EAU POTABLE, D'ASSAINISSEMENT C…
100% · missed by the alert · Famille Voirie & réseaux divers
Aménagement d'un giratoire route du Nord à Montauban
100% · missed by the alert · Famille Voirie & réseaux divers
Travaux pour la requalification de la ZA voie Henri Cornu et voie Sud (relance d…
100% · missed by the alert · Correspond à : travaux · Famille Voirie & réseaux divers
Travaux divers de voirie
95% · Correspond à : travaux, voirie, divers · Famille Voirie & ré
2/5off-topic results in the raw alert
5relevant 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".