Meilleurs agents IA pour le marketing
Un agent marketing utilise le CRM ou le canal et avance une étape. HubSpot Breeze, Clay et Jasper couvrent des travaux différents. Le SEO et les créateurs ont leur liste.
8 produits. Prix et fiches vérifiés le 5 octobre 2026.
Parcourir par catégorie
Meilleurs agents IA pour le marketing d'influence
Creator search, CRMs, and agents that run a campaign through to payout.
Meilleurs agents IA pour l'UGC
Human-creator UGC and synthetic video for ads.
Meilleurs agents IA pour les SDR
Autonomous SDRs, and the databases and senders that feed them.
Meilleurs agents IA pour la génération de leads
Products that build the list, not the whole sales team.
Meilleurs outils SEO IA
Editors that score a draft, and suites that hold the SEO data.
Meilleurs outils IA pour créer du contenu
Brand-voice writing, workflows, and search-led articles.
Meilleurs agents IA pour la vente
The seat a rep uses, and agents sold to run outbound.
Meilleurs agents IA pour l'e-mail
Cold email infrastructure, sequences, and CRM email.
Meilleurs agents IA pour LinkedIn
Posting you approve, and tools that help you find people.
Meilleurs agents IA pour le marketing comparés
Le prix est le tarif d'entrée publié par l'éditeur. Une offre gratuite ou un essai n'apparaît que si la page des prix le dit.
| Produit | Prix | Offre gratuite ou essai | Fonctions | Intégrations | Pour qui | Ce qu'on en dit |
|---|---|---|---|---|---|---|
| HubSpot Breeze #1 | Free CRM, hubs from $15/seat/mo | Offre gratuite | AI agents sitting on the HubSpot CRM. | HubSpot CRM, Gmail, Slack, Salesforce | Teams whose marketing already lives in HubSpot | Pas de citation sourcée. |
| Clay #2 | From $185/mo | Offre gratuite | A research agent that fills a go-to-market table. | Salesforce, HubSpot, Instantly, Outreach | Researching accounts before a campaign launches | Pas de citation sourcée. |
| Jasper #3 | From $69/mo | Essai | Marketing agents tied to a brand voice. | Surfer, HubSpot, Webflow, Google Docs | On-brand campaigns across channels | Pas de citation sourcée. |
| Copy.ai #4 | From $29/mo | Non indiqué | A sales and marketing workflow platform with a cheap chat plan in front. | Salesforce, HubSpot, Slack | Sales and marketing workflows once you leave the chat plan | Un avis Trustpilot plus ancien dit que Copy.ai a aidé pour les descriptions de produit. Trustpilot |
| Ahrefs #5 | Free, then $129/mo | Offre gratuite | Search and AI-visibility data, with site audits and a rank tracker. | API, MCP, Looker Studio | Search data beside the campaign tools | Un avis Trustpilot dit que l’équipe a remboursé un forfait inadapté et que le produit a encore des fonctions SEO utiles. Trustpilot |
| Semrush #6 | From $139.95/mo | Offre gratuite et essai | An SEO suite with AI as a copilot, not the product. | Google Search Console, Google Analytics, Looker Studio | Keyword and competitive data beside the writing | Quelques avis courts sur Trustpilot disent encore que le palier gratuit est utile et que le produit fait du bon travail. Trustpilot |
| Surfer #7 | From $49/mo | Non indiqué | An SEO content editor with an AI writing assistant. | Google Docs, WordPress, Jasper | Drafting a page against what already ranks | Des utilisateurs de longue date sur Trustpilot disent que l’éditeur de contenu montre les trous et les mots-clés sémantiques sans deviner. Trustpilot |
| UGCBloom #8 | 30% of creator payouts | Non indiqué | An influencer and UGC agent for brands that want human creators. | Stripe, Shopify | Influencer and UGC campaigns, not general marketing | Jesus Malo, de Marblism, dit que l’équipe a engagé UGCBloom pour tester de nouveaux contenus à grande échelle. Josh Levine, de Manychat, dit qu’ils s’en servent pour trouver et contracter des créateurs sur plusieurs marchés, dont le portugais et l’espagnol. Guillermo Guimaraes, de Myndlab, dit qu’un essai de notoriété les a mis en relation avec des créateurs tech anglophones qui ont gardé leur style. ugcbloom.com · Jesus Malo, Marblism |
Classement
L'ordre regarde l'adéquation au travail, l'autonomie, les contrôles, les intégrations, l'accès et le caractère public du produit.
| # | Agent | Pour qui | Prix | Offre gratuite | Autonomie | Intégrations | Note |
|---|---|---|---|---|---|---|---|
| 1 | HubSpot Breeze | Teams whose marketing already lives in HubSpot | Free CRM, hubs from $15/seat/mo | Oui | Semi-autonomous | HubSpot CRM, Gmail, Slack +1 | Détail de la note86
|
| 2 | Clay | Researching accounts before a campaign launches | From $185/mo | Oui | Semi-autonomous | Salesforce, HubSpot, Instantly +2 | Détail de la note82
|
| 3 | Jasper | On-brand campaigns across channels | From $69/mo | Essai | Semi-autonomous | Surfer, HubSpot, Webflow +1 | Détail de la note81
|
| 4 | Copy.ai | Sales and marketing workflows once you leave the chat plan | From $29/mo | Non | Semi-autonomous | Salesforce, HubSpot, Slack | Détail de la note81
|
| 5 | Ahrefs Correspondance partielle | Search data beside the campaign tools | Free, then $129/mo | Oui | Copilot | API, MCP, Looker Studio | Détail de la note65
|
| 6 | Semrush | Keyword and competitive data beside the writing | From $139.95/mo | Oui | Copilot | Google Search Console, Google Analytics, Looker Studio | Détail de la note64
|
| 7 | Surfer Correspondance partielle | Drafting a page against what already ranks | From $49/mo | Non | Copilot | Google Docs, WordPress, Jasper | Détail de la note64
|
| 8 | UGCBloom Correspondance partielle | Influencer and UGC campaigns, not general marketing | 30% of creator payouts | Non | Semi-autonomous | Stripe, Shopify | Détail de la note62
|
Rang 1
HubSpot Breeze86
Teams whose marketing already lives in HubSpot
- Prix
- Free CRM, hubs from $15/seat/mo
- Offre gratuite
- Oui
- Autonomie
- Semi-autonomous
- Intégrations
- HubSpot CRM, Gmail, Slack
Détail de la note86
- Fit for the job26/30
- Autonomy16/20
- Controls13/15
- Integrations15/15
- Access6/10
- Evidence10/10
Rang 2
Clay82
Researching accounts before a campaign launches
- Prix
- From $185/mo
- Offre gratuite
- Oui
- Autonomie
- Semi-autonomous
- Intégrations
- Salesforce, HubSpot, Instantly
Détail de la note82
- Fit for the job22/30
- Autonomy15/20
- Controls14/15
- Integrations14/15
- Access8/10
- Evidence9/10
Rang 3
Jasper81
On-brand campaigns across channels
- Prix
- From $69/mo
- Offre gratuite
- Essai
- Autonomie
- Semi-autonomous
- Intégrations
- Surfer, HubSpot, Webflow
Détail de la note81
- Fit for the job27/30
- Autonomy14/20
- Controls13/15
- Integrations12/15
- Access6/10
- Evidence9/10
Rang 4
Copy.ai81
Sales and marketing workflows once you leave the chat plan
- Prix
- From $29/mo
- Offre gratuite
- Non
- Autonomie
- Semi-autonomous
- Intégrations
- Salesforce, HubSpot, Slack
Détail de la note81
- Fit for the job25/30
- Autonomy16/20
- Controls12/15
- Integrations13/15
- Access7/10
- Evidence8/10
Rang 5
Ahrefs65
Search data beside the campaign tools
- Prix
- Free, then $129/mo
- Offre gratuite
- Oui
- Autonomie
- Copilot
- Intégrations
- API, MCP, Looker Studio
Détail de la note65
- Fit for the job16/30
- Autonomy8/20
- Controls12/15
- Integrations10/15
- Access10/10
- Evidence9/10
Rang 6
Semrush64
Keyword and competitive data beside the writing
- Prix
- From $139.95/mo
- Offre gratuite
- Oui
- Autonomie
- Copilot
- Intégrations
- Google Search Console, Google Analytics, Looker Studio
Détail de la note64
- Fit for the job18/30
- Autonomy8/20
- Controls12/15
- Integrations11/15
- Access5/10
- Evidence10/10
Rang 7
Surfer64
Drafting a page against what already ranks
- Prix
- From $49/mo
- Offre gratuite
- Non
- Autonomie
- Copilot
- Intégrations
- Google Docs, WordPress, Jasper
Détail de la note64
- Fit for the job16/30
- Autonomy10/20
- Controls13/15
- Integrations10/15
- Access7/10
- Evidence8/10
Rang 8
UGCBloom62
Influencer and UGC campaigns, not general marketing
- Prix
- 30% of creator payouts
- Offre gratuite
- Non
- Autonomie
- Semi-autonomous
- Intégrations
- Stripe, Shopify
Détail de la note62
- Fit for the job14/30
- Autonomy13/20
- Controls12/15
- Integrations8/15
- Access8/10
- Evidence7/10
Prix, fonctions et fiches
1
HubSpot Breeze
Teams whose marketing already lives in HubSpot
Breeze ranks first because the agent can see the contact record, the controls are real, and the integration score is the category maximum. It is a poor reason to buy HubSpot. If the CRM is already the system of record, start here. If it is not, keep reading.
- Prix
- Free CRM, hubs from $15/seat/mo
- Free CRM includes the Breeze assistant. Marketing Hub Starter is $15/seat/month billed monthly or $9/seat/month billed annually. Professional is a different budget (about $800/mo annual, plus onboarding). Prospecting and customer agents consume credits. Confirm on hubspot.com/pricing.
- Fonctions
- HubSpot CRM, Gmail, Slack, Salesforce. The assistant is a copilot. Prospecting and customer agents can carry a task and should still stop for a person on anything customer-facing.
Tarif et fonctions de HubSpot Breeze/Alternatives à HubSpot Breeze
2
Clay
Researching accounts before a campaign launches
Clay is not a campaign writer. It is the research layer marketers steal from sales: Claygent fills a table, a person checks the weird rows, and the clean rows land in the tool that sends. The free plan is enough to see if the motion is real.
- Prix
- From $185/mo
- Free plan includes Claygent, 100 data credits, and 500 actions a month, with a 200-row cap. Launch starts at $185/mo ($167/mo billed annually). Growth starts at $495/mo. Checked against Clay's public pricing page on 5 October 2026.
- Fonctions
- Salesforce, HubSpot, Instantly, Outreach, Slack. Claygent can research a row without a person clicking through sources. A person still decides what gets pushed into outbound.
3
Jasper
On-brand campaigns across channels
Jasper is the closest thing on this list to a marketing writing agent. Brand voice and knowledge are the product, not a chat window. The score sits under HubSpot and Clay because the autonomy is supervised and the price starts at a paid seat with a 7-day trial, not a free plan.
- Prix
- From $69/mo
- Pro is $69/seat/month, or $59/seat/month billed annually. A 7-day Pro trial requires a card. No ongoing free plan. Business is custom. Read from Jasper's public pricing discussion and plan cards; confirm on jasper.ai/pricing.
- Fonctions
- Surfer, HubSpot, Webflow, Google Docs. Agents and Canvas can carry a draft through a workflow. A marketer still approves anything that publishes.
4
Copy.ai
Sales and marketing workflows once you leave the chat plan
Copy.ai's interesting product is the workflow layer, and that layer starts at $1,000 a month. The $29 Chat plan is a copilot. The rank assumes you might buy the workflow plan. If you will not, treat it as a writing tool and look at Jasper.
- Prix
- From $29/mo
- Chat is $29/mo ($24/mo billed annually) with 5 seats and no workflow credits. Growth is $1,000/mo with workflow credits. There is no free plan for the platform. Confirmed against Copy.ai's public prices page.
- Fonctions
- Salesforce, HubSpot, Slack. Workflows can run multi-step sales and marketing jobs. Chat alone is a copilot. The interesting autonomy starts on the workflow plans.
Ce qu'on en dit
Un avis Trustpilot plus ancien dit que Copy.ai a aidé pour les descriptions de produit.
Des avis plus tardifs disent que la connexion a cessé de marcher, que le support n’a pas répondu pendant des mois et que les prompts enregistrés ont disparu après une mise à jour.
“Copy Ai is great. It helped me a lot with my product description. But ever since I upgraded, the composition is shorter compared to my free trial.”
Trustpilot“It had a paid subscription and used it a bit, but my login stopped working. Reached out to support via email and via the website form. No response for months even after several messages.”
Trustpilot“I was an enthusiastic used and ambassador. then the service just stopped working. nothing works.”
Trustpilot · A.F.
5
Ahrefs
Search data beside the campaign tools
Ahrefs belongs on the SEO page first. It is here because marketing teams still buy it as the research layer. Lite is $129/mo. It will not run the campaign.
- Prix
- Free, then $129/mo
- ahrefs.com/pricing lists Ahrefs Free, then Lite at $129/mo, Standard at $249/mo, Advanced at $449/mo, and Enterprise at $1,499/mo. Content Kit is an add-on from $99/mo. Cancelling a paid plan drops the account to Ahrefs Free. Last checked 5 October 2026.
- Fonctions
- API, MCP, Looker Studio. A person runs the reports and decides what to publish. The suite does not ship the page.
Ce qu'on en dit
Un avis Trustpilot dit que l’équipe a remboursé un forfait inadapté et que le produit a encore des fonctions SEO utiles.
D’autres disent qu’une recherche normale déclenche un blocage pour activité suspecte, que les crédits partent vite et que le support ne rétablit pas l’accès.
“Team happily provided a refund for the tool. I tried it for a specific use case which was not what the tool was built for, but it certainly has useful functionality for SEO.”
Trustpilot“I’ve been using Ahrefs for my SEO work, but lately it has become almost impossible to use.”
Trustpilot“You sign up for a plan thinking you can do some keyword research but GUESS WHAT: It's credit based.”
Trustpilot“Such bad organic traffic data, what a scam of a site misleading people.”
Trustpilot
6
Semrush
Keyword and competitive data beside the writing
Semrush is on this page because marketing teams still ask for AI tools, and the suite is where a lot of that work happens. The autonomy score is a copilot because a person still drives it. Pair it with a writing agent. Do not expect it to run a campaign.
- Prix
- From $139.95/mo
- A limited free account exists. Pro is $139.95/mo on monthly billing, with a lower annual rate. Guru and Business step up from there. Paid plans offer a 7-day trial. Confirm on semrush.com/pricing.
- Fonctions
- Google Search Console, Google Analytics, Looker Studio. AI features draft and summarize inside a suite a person drives. Semrush does not run your SEO program.
Ce qu'on en dit
Quelques avis courts sur Trustpilot disent encore que le palier gratuit est utile et que le produit fait du bon travail.
Les avis longs récents décrivent une résiliation qui laisse l’abonnement en vie et un débit après un essai que la personne croyait gratuit.
“Generous free tier, good for analytics”
Trustpilot“I really love this service. They do a great job!”
Trustpilot“They are an unscrupulous company that tricks you into keeping the subscription active.”
Trustpilot · Fserra“Free Trial is Extremely misleading. I got charged for a full month even through i attempted to cancel several times.”
Trustpilot · Priyanka
7
Surfer
Drafting a page against what already ranks
Surfer is a specialist on a general marketing list. Use it for search-led pages. The content marketing and SEO categories are the fairer comparisons.
- Prix
- From $49/mo
- Discovery is $49/mo. Standard is listed at $99/mo and higher tiers run well above that, with annual billing discounts on the public pricing page. No permanent free plan. Checked on surferseo.com/pricing on 5 October 2026.
- Fonctions
- Google Docs, WordPress, Jasper. Surfy drafts and the editor nags you toward a content score. A person still chooses the page, the angle, and the publish button.
Ce qu'on en dit
Des utilisateurs de longue date sur Trustpilot disent que l’éditeur de contenu montre les trous et les mots-clés sémantiques sans deviner.
D’autres avis disent que le prix est élevé pour ce que ça fait, et un avis dit qu’on ne peut pas retirer la carte après résiliation.
“We’ve been using Surfer for quite some time, and it’s been a really solid tool for SEO content optimisation. The Content Editor is the standout, it makes it much easier to structure content, identify gaps, and optimise without guessing.”
Trustpilot“I have been using SurferSEO for 3 years now, and I really enjoy how it allows me to set up an article with new semantic keywords to broaden my content.”
Trustpilot“When it comes to their product, sure, it's a decent piece of software, but not better thn cheaper alternatives.”
Trustpilot“Worst ans unsecure service. There is no option to remove credit card from Surferseo website.”
Trustpilot
8
UGCBloom
Influencer and UGC campaigns, not general marketing
UGCBloom runs creator sourcing, review, and payouts. That is a slice of marketing, not the whole job, so job fit is low on this page and the rank follows. Influencer marketing and UGC are the pages for that work.
- Prix
- 30% of creator payouts
- No seat price. A 30% platform fee applies to each creator payout and covers sourcing, outreach, review, and analytics. Public pages say there is no charge without approved, delivered content. Campaigns are funded from a wallet. Read from ugcbloom.com on 5 October 2026.
- Fonctions
- Stripe, Shopify. Agents source, contact, negotiate, and do a first-pass review in parallel. You approve what goes live and what gets paid.
Ce qu'on en dit
Jesus Malo, de Marblism, dit que l’équipe a engagé UGCBloom pour tester de nouveaux contenus à grande échelle. Josh Levine, de Manychat, dit qu’ils s’en servent pour trouver et contracter des créateurs sur plusieurs marchés, dont le portugais et l’espagnol. Guillermo Guimaraes, de Myndlab, dit qu’un essai de notoriété les a mis en relation avec des créateurs tech anglophones qui ont gardé leur style.
Aucune de ces citations ne signale d’inconvénient.
“We hired UGCBloom to help test new content at scale. Creators are much more creative about videos than us internally, so this is a great way for us to get new content that we can then use in our paid marketing to find cheap well-performing creatives.”
ugcbloom.com · Jesus Malo, Marblism“We use UGCBloom to find and contract creators for our UGC campaigns across several markets, including Portuguese and Spanish-language campaigns. Creators bring ideas we wouldn't come up with internally, and UGCBloom handles the sourcing and contracts so our team can focus on the creative.”
Josh Levine, Manychat“We ran a brand awareness trial with UGCBloom to get English-speaking tech creators with a comedy and satire style talking about Myndlab. Most of the creators they recommended were a good fit for us, and they let each creator keep their natural style, which is exactly what we wanted.”
Guillermo Guimaraes, Myndlab
Qu'est-ce qu'un agent IA ?
Un agent marketing utilise le CRM ou le canal et avance une étape. HubSpot Breeze, Clay et Jasper couvrent des travaux différents. Le SEO et les créateurs ont leur liste.
Comment cette liste est organisée
En tête de cette liste : HubSpot Breeze, Clay, Jasper. L'ordre suit la note publiée, pas une publicité.
Quoi comparer
Regardez le métier, le prix d'entrée, et si une personne valide encore le résultat.
- Un métier que le produit fait vraiment
- Un prix publié, une offre gratuite, ou un prix sur devis dit clairement
- Une relecture avant que le travail n'arrive au client
À quoi sert ce type de logiciel
Il sert quand la même étape se répète. La décision reste à une personne.
- Voir le prix d'entrée avant une démo
- Comparer des produits de ce métier, pas une fenêtre de chat générale
- Ouvrir la fiche pour les notes plus longues
À qui s'adresse cette liste
À ceux qui connaissent déjà le métier et veulent les produits qui le font, avec une date sur les prix.
Prix d'entrée publiés
Chiffres d'entrée que nous avons pu vérifier : HubSpot Breeze (Free CRM, hubs from $15/seat/mo), Clay (From $185/mo), Jasper (From $69/mo). Contrôle du 5 octobre 2026.
Comment choisir
Faites d'abord correspondre le métier. Ensuite, lisez pour qui est le produit et s'il est possible de commencer sans appel commercial.
Catégories proches
Les métiers voisins ont leur propre liste.
Questions fréquentes
Méthode de notation
Vérifié 5 October 2026
Chaque produit est noté sur 100 avec les mêmes six parties. Le rang suit le total, puis l'adéquation, puis le nom. Lire la méthode complète.