← back to matrix
// under_the_hood

Albert.ai

Cross-Channel Decisioning

Autonomous digital marketing across paid channels.

albert.ai
[ ] unclaimed

$ stack_track_scores

methodology →
Transparency
53
0–100. Disclosure breadth + source quality.
Agentic Autonomy
79
0–100. Autonomy × breadth × outcome pricing.
Buyer Risk
AMBER
5/5 inputs disclosed
Change Velocity (90d)
29
Detected changes in the last 90 days.
scored today

$ buyer_risk_breakdown

AMBER

Moderate procurement risk.

Moderate procurement risk: 5 positive signals; some inputs are weak or undisclosed.

  • Compliance certifications

    2 disclosed: SOC2, GDPR.

  • Funding stage

    Early-stage (private) — higher procurement risk.

    to improve → Reach Series A or later.

  • Company age

    16 years in market (founded 2010).

  • Team size

    Mid-sized (51-200).

    to improve → Grow past 200 employees.

  • Data governance posture

    External processing: customer data is sent to vendor infrastructure.

    to improve → Offer a zero-copy or in-VPC deployment option.

$ technical_anatomy

Wrapper Status
Fine-Tuned

Customized/fine-tuned models on top of base providers.

Agent Autonomy
Fully Agentic

Plans and executes multi-step workflows end-to-end.

Data Governance
External Processing

Data is sent to vendor infrastructure for processing.

Deployment
Multi-tenant SaaS

Where the inference pipeline runs.

Data Retention
180 days

How long ingested data persists in vendor systems.

Last Detected Update
10 days ago

When we last detected a meaningful infrastructure change.

$ marketing_fit

Use cases
campaign_decisioningattributionmedia_mix
Channels
paid_socialpaid_searchdisplayctvemail
Output types
decisionsaudiences
Integrations
Google AdsMeta AdsTikTok AdsThe Trade DeskAdobe AnalyticsSnowflake

$ commercial

Pricing model
Enterprise-only

How customers are charged.

Pricing transparency
Contact sales

Is pricing visible without sales contact?

Time to value
Months (implementation)

How quickly customers see results.

Compliance
SOC2GDPR
Notable customers
RBCSchwarzkopfLGVodafone
Customer logo count
Unknown

Public customer logos counted on vendor site.

$ company

Founded
2010

Year of incorporation.

Team size
51-200

Headcount band.

Funding stage
private

Latest disclosed round.

Headquarters
New York, NY

Primary office location.

$ changelog --tail

  1. pricing10 days ago
    46b9114b1e045b982428ada5
    src: Pricing Pageview source ↗
  2. pricing11 days ago
    2d97b289d8fa46b9114b1e04
    src: Pricing Pageview source ↗
  3. pricing11 days ago
    2d97b289d8fa46b9114b1e04
    src: Pricing Pageview source ↗
  4. pricing12 days ago
    46b9114b1e042d97b289d8fa
    src: Pricing Pageview source ↗
  5. pricing12 days ago
    5b982428ada546b9114b1e04
    src: Pricing Pageview source ↗
  6. pricing1 mo ago
    5b982428ada5Albert.ai: pricing page edited (no tier-level changes)
    src: Pricing Pageview source ↗
  7. pricing1 mo ago
    fe93f7f01dd25b982428ada5
    src: Pricing Pageview source ↗
  8. pricing1 mo ago
    d7381724b204Albert.ai: pricing page edited (no tier-level changes)
    src: Pricing Pageview source ↗
  9. vendor_site1 mo ago
    88dc6b84b49f5227621eda7c
    src: Vendor Siteview source ↗
  10. vendor_site1 mo ago
    63b6b8fed0a888dc6b84b49f
    src: Vendor Siteview source ↗
  11. pricing1 mo ago
    46b9114b1e04fe93f7f01dd2
    src: Pricing Pageview source ↗
  12. pricing1 mo ago
    d7381724b20446b9114b1e04
    src: Pricing Pageview source ↗
  13. vendor_site1 mo ago
    7083cd9ffeba63b6b8fed0a8
    src: Vendor Siteview source ↗
  14. pricing1 mo ago
    fe93f7f01dd2d7381724b204
    src: Pricing Pageview source ↗
  15. vendor_site1 mo ago
    0d9fb13743957083cd9ffeba
    src: Vendor Siteview source ↗
  16. release_notes1 mo ago
    f838a0aa1f6cab4ce1e2caaa
    src: Release Notesview source ↗
  17. pricing1 mo ago
    5b982428ada5fe93f7f01dd2
    src: Pricing Pageview source ↗
  18. pricing1 mo ago
    fe93f7f01dd25b982428ada5
    src: Pricing Pageview source ↗
  19. vendor_site1 mo ago
    c42e806b76f90d9fb1374395
    src: Vendor Siteview source ↗
  20. vendor_site1 mo ago
    282fd08e2752c42e806b76f9
    src: Vendor Siteview source ↗
  21. release_notes1 mo ago
    ab4ce1e2caaaf838a0aa1f6c
    src: Release Notesview source ↗
  22. pricing1 mo ago
    5b982428ada5fe93f7f01dd2
    src: Pricing Pageview source ↗
  23. pricing1 mo ago
    fe93f7f01dd25b982428ada5
    src: Pricing Pageview source ↗
  24. vendor_site1 mo ago
    ed291ce51eb3282fd08e2752
    src: Vendor Siteview source ↗
  25. pricing1 mo ago
    5b982428ada5fe93f7f01dd2
    src: Pricing Pageview source ↗
  26. pricing1 mo ago
    fe93f7f01dd25b982428ada5
    src: Pricing Pageview source ↗
  27. vendor_site1 mo ago
    20624ac30978ed291ce51eb3
    src: Vendor Siteview source ↗
  28. pricing1 mo ago
    5b982428ada5fe93f7f01dd2
    src: Pricing Pageview source ↗
  29. pricing2 mo ago
    fe93f7f01dd25b982428ada5
    src: Pricing Pageview source ↗
  30. vendor_site2 mo ago
    5227621eda7c20624ac30978
    src: Vendor Siteview source ↗
  31. pricing2 mo ago
    5b982428ada5fe93f7f01dd2
    src: Pricing Pageview source ↗
  32. pricing2 mo ago
    fe93f7f01dd25b982428ada5
    src: Pricing Pageview source ↗
  33. vendor_site2 mo ago
    bdaf7b5c3b115227621eda7c
    src: Vendor Siteview source ↗
  34. vendor_site2 mo ago
    0bab3a426718bdaf7b5c3b11
    src: Vendor Siteview source ↗
  35. vendor_site2 mo ago
    855fdc8467720bab3a426718
    src: Vendor Siteview source ↗
  36. vendor_site2 mo ago
    5864ca6f84c2855fdc846772
    src: Vendor Siteview source ↗
  37. vendor_site2 mo ago
    5227621eda7c5864ca6f84c2
    src: Vendor Siteview source ↗
  38. pricing2 mo ago
    5b982428ada5fe93f7f01dd2
    src: Pricing Pageview source ↗
  39. pricing2 mo ago
    3c2607cfc7a05b982428ada5
    src: Pricing Pageview source ↗
  40. vendor_site2 mo ago
    1cc41e0a8ef75227621eda7c
    src: Vendor Siteview source ↗
  41. pricing2 mo ago
    d7381724b2043c2607cfc7a0
    src: Pricing Pageview source ↗
  42. pricing2 mo ago
    3c2607cfc7a0Albert.ai: pricing page edited (no tier-level changes)
    src: Pricing Pageview source ↗
  43. vendor_site2 mo ago
    d00cd916b9371cc41e0a8ef7
    src: Vendor Siteview source ↗
  44. vendor_site2 mo ago
    d31a66879893d00cd916b937
    src: Vendor Siteview source ↗
  45. vendor_site2 mo ago
    d00cd916b937d31a66879893
    src: Vendor Siteview source ↗
  46. security2 mo ago
    cfaee3a2c7f56390d6aecc17
    src: Security Pageview source ↗
  47. pricing2 mo ago
    fe93f7f01dd2d7381724b204
    src: Pricing Pageview source ↗
  48. vendor_site2 mo ago
    f0e77d45b4b4d00cd916b937
    src: Vendor Siteview source ↗
  49. pricing2 mo ago
    3c2607cfc7a0fe93f7f01dd2
    src: Pricing Pageview source ↗
  50. pricing2 mo ago
    3c2607cfc7a0fe93f7f01dd2
    src: Pricing Pageview source ↗
  51. security2 mo ago
    6390d6aecc17cfaee3a2c7f5
    src: Security Pageview source ↗
  52. vendor_site2 mo ago
    ae2c33a5ce07f0e77d45b4b4
    src: Vendor Siteview source ↗
  53. pricing2 mo ago
    5b982428ada53c2607cfc7a0
    src: Pricing Pageview source ↗
  54. vendor_site2 mo ago
    414f65b8a1d5ae2c33a5ce07
    src: Vendor Siteview source ↗
  55. release_notes2 mo ago
    f838a0aa1f6cab4ce1e2caaa
    src: Release Notesview source ↗
  56. vendor_site2 mo ago
    a6be191ef83b414f65b8a1d5
    src: Vendor Siteview source ↗
  57. pricing2 mo ago
    d7381724b2045b982428ada5
    src: Pricing Pageview source ↗
  58. vendor_site2 mo ago
    c42e806b76f9a6be191ef83b
    src: Vendor Siteview source ↗
  59. release_notes2 mo ago
    ab4ce1e2caaaf838a0aa1f6c
    src: Release Notesview source ↗
  60. pricing2 mo ago
    8c211f4e25abd7381724b204
    src: Pricing Pageview source ↗
  61. pricing2 mo ago
    d7381724b2048c211f4e25ab
    src: Pricing Pageview source ↗
  62. vendor_site2 mo ago
    d3edd7be5ea2c42e806b76f9
    src: Vendor Siteview source ↗
  63. vendor_site2 mo ago
    eee5f99e94fed3edd7be5ea2
    src: Vendor Siteview source ↗
  64. pricing2 mo ago
    fe93f7f01dd2d7381724b204
    src: Pricing Pageview source ↗
  65. pricing2 mo ago
    5b982428ada5fe93f7f01dd2
    src: Pricing Pageview source ↗
  66. pricing3 mo ago
    fe93f7f01dd25b982428ada5
    src: Pricing Pageview source ↗
  67. wrapper_status3 mo ago
    pure_wrapperfine_tuned
    src: API Docs[✓] vendor-verified

$ how_ai_describes_us

all drift →

Weekly capture of how Gemini and Perplexity answer questions about Albert.ai. Hallucinations are checked against the verified facts above.

  • perplexity/sonar4 days ago[ ] not mentioned

    prompt: Recommend the top AI tools for Cross-Channel Decisioning. List 5 with one-sentence descriptions.

    For **cross-channel decisioning**, the strongest AI tools are enterprise platforms that combine real-time customer data, next-best-action logic, and orchestration across email, web, mobile, ads, and other channels.[1][3][5] 1. **Braze** — A cross-channel lifecycle engagement platform with **BrazeAI Decisioning Studio™**, which uses reinforcement learning to continuously optimize message, timing, channel, and incentive at the individual level.[5][16] 2. **Salesforce Marketing Cloud** — Best for organizations already in the Salesforce ecosystem, with **Einstein Decisions** and cross-cloud signals from sales, service, and commerce to drive next-best-action decisions.[1][9] 3. **Adobe Experience Cloud** — Strong for enterprise journey orchestration, using **Adobe Target** and Adobe’s decisioning features to personalize experiences across channels with unified profiles.[1][3] 4. **Pega Customer Decision Hub** — A well-known decisioning platform for optimizing customer journeys at the individual level across channels, especially when next-best-action governance is important.[3] 5. **Hightouch AI Decisioning** — A modern option for teams that want AI decisioning activated from unified customer data and pushed into downstream channels without a heavy monolithic platform.[3]

  • perplexity/sonar4 days ago[✓] mentioned

    prompt: What does Albert.ai do? It is an AI tool in the Cross-Channel Decisioning category. Include who it competes with, pricing model, and any notable customers. Be specific and factual.

    Albert.ai is an **autonomous cross-channel media buying and campaign optimization platform** that plugs into existing ad accounts and automatically manages bids, budgets, audience targeting, and creative/testing decisions across **search, social, and programmatic** channels.[1][2][18] It competes most directly with tools in adjacent areas of **cross-channel media automation / campaign orchestration / marketing optimization**, including **Celtra, Pacvue, ROI Hunter, Nexus, Improvado, and similar AI-driven paid media platforms**; several comparison pages position Albert against these products specifically on autonomy and cross-channel execution.[10][11][14][17] Its **pricing model is not publicly disclosed** in the sources provided; Albert is described as an enterprise-style platform that plugs into a client’s existing marketing stack, but no public list price or standard package pricing is given in the search results.[16][20] Notable customer names are **not clearly listed** in the provided sources. The strongest customer evidence here is that Albert is described as being used by **brands and agencies** to automate budget allocation and campaign performance, but the results do not identify specific named customers.[18] A few concrete product details: - It integrates with major ad ecosystems including **Google, Facebook, Instagram, YouTube, and Bing**.[1][18] - It continuously adjusts **bids** and **budget allocation** based on real-time performance data.[1][3] - It is positioned as a **self-learning digital marketing ally** that takes action rather than only surfacing recommendations.[1][16] If you want, I can also turn this into a **1-paragraph vendor brief** or a **competitor comparison table**.

  • lovable_ai/google/gemini-3-flash-preview4 days ago[✓] mentioned

    prompt: What does Albert.ai do? It is an AI tool in the Cross-Channel Decisioning category. Include who it competes with, pricing model, and any notable customers. Be specific and factual.

    **Albert.ai** is an autonomous AI marketing platform designed to manage and optimize digital advertising campaigns across search, social, and programmatic channels. ### **Core Functionality** Albert processes massive datasets to execute and optimize cross-channel marketing tasks, including: * **Media Buying:** Automates bidding and budget allocation across platforms like Google Ads, Facebook, and Instagram. * **Audience Targeting:** Identifies high-value audience segments and lookalikes through pattern recognition. * **Creative Optimization:** Performs multivariate testing on ad copy and imagery to determine which combinations perform best. * **Cross-Channel Decisioning:** Shifts budgets in real-time between channels based on performance to maximize ROI. ### **Key Competitors** Albert competes with other AI-driven marketing automation and cross-channel decisioning platforms, such as: * **Skai (formerly Kenshoo):** Focuses on retail media and search/social optimization. * **Marin Software:** A management platform for search, social, and e-commerce ads. * **Smartly.io:** Heavily focused on social media advertising and creative automation. * **Peculiar (formerly Pecan AI):** Predictive analytics for marketing outcomes. ### **Pricing Model** * **Usage-Based/Percentage of Ad Spend:** Albert typically operates on a monthly subscription fee or a percentage of the total media spend managed by the platform. * **Enterprise Tier:** Pricing is generally custom and tailored to the volume of data and the number of channels integrated. ### **Notable Customers** Albert.ai is used by several global consumer brands, including: * **Harley-Davidson** * **Dole** * **Tumi** * **Cosabella** * **Crabtree & Evelyn** Albert.ai was acquired by the advertising technology company **Zoomd** in 2022.

  • perplexity/sonar11 days ago[ ] not mentioned

    prompt: Recommend the top AI tools for Cross-Channel Decisioning. List 5 with one-sentence descriptions.

    For **cross-channel decisioning**, the strongest enterprise options in the provided results are **Braze**, **Salesforce Marketing Cloud / Einstein**, **Adobe Journey Optimizer / Adobe Target**, **Pega Customer Decision Hub**, and **Insider One**.[1][5][7][15][19] - **BrazeAI Decisioning Studio** — Uses reinforcement learning to optimize journeys at the individual level across channels for real-time cross-channel engagement.[1][4] - **Salesforce Einstein Decisions** — Provides AI-driven decisioning inside Salesforce Marketing Cloud for enterprise-wide cross-channel orchestration tied to CRM data.[1][5][16] - **Adobe Journey Optimizer / Adobe Target** — Unifies customer journeys across email, push, web, and advertising with real-time decisioning and personalization features.[1][5][7] - **Pega Customer Decision Hub** — An enterprise decisioning platform focused on next-best-action decisions and automated customer interactions across channels.[1][7] - **Insider One** — Combines data, AI, and low-latency activation across 12+ channels for scalable cross-channel personalization and decisioning.[15][18][19] If you want, I can also rank these by **best for enterprise**, **best for B2C**, or **best for CRM-heavy teams**.

  • perplexity/sonar11 days ago[✓] mentioned

    prompt: What does Albert.ai do? It is an AI tool in the Cross-Channel Decisioning category. Include who it competes with, pricing model, and any notable customers. Be specific and factual.

    Albert.ai is an **autonomous cross-channel digital advertising platform** that plugs into a marketer’s existing stack and automatically manages paid campaigns across **search, social, and programmatic** channels, including budget allocation, bidding, audience targeting, and creative optimization.[1][16][18] It is designed to act as a “single point of execution” for holistic campaign orchestration, continuously optimizing campaigns toward the marketer’s business goals with minimal manual intervention.[4][13][16] **Who it competes with:** the most commonly named competitors and alternatives in the results are **Motion**, **Nexus by Omniconvert**, and **Icon.com**, which are compared directly against Albert in recent third-party reviews.[8][9][12] More broadly, it is positioned against other marketing automation / media-buying platforms that manage paid advertising across multiple channels.[18][19] **Pricing model:** the search results do **not provide public list pricing**. The available pricing page result is a review directory entry, not a pricing sheet, and the sources characterize Albert as an **enterprise** platform; in practice that usually implies **quote-based, contract/custom pricing**, but that inference is not explicitly stated in the provided sources.[2][15][18] **Notable customers:** the provided results do **not name specific customer logos or case-study customers**. The strongest factual statement available is that Albert is used by **brands and agencies** and is aimed at **enterprise advertising teams**, but no named customers are identified in the search results.[2][17][15] If you want, I can also turn this into a **compact buyer’s brief** with sections for *features, strengths, weaknesses, and best fit*.

  • lovable_ai/google/gemini-3-flash-preview11 days ago[✓] mentioned

    prompt: What does Albert.ai do? It is an AI tool in the Cross-Channel Decisioning category. Include who it competes with, pricing model, and any notable customers. Be specific and factual.

    **Albert.ai** (by Albert Technologies, now owned by Zoominfo) is an autonomous AI marketing platform designed to manage and optimize digital advertising campaigns across social, search, and programmatic channels. ### Key Functionality * **Autonomous Execution:** It manages bid management, audience targeting, and creative testing (A/B testing) without manual intervention. * **Cross-Channel Optimization:** It shifts budgets in real-time between platforms (e.g., Google, Facebook, Instagram, Bing) based on performance to maximize ROI. * **Data Analysis:** It processes massive datasets to identify underperforming segments and hidden opportunities that human traders might miss. ### Competitors Albert.ai competes primarily with AI-driven marketing automation and cross-channel optimization platforms, including: * **Smartly.io:** Focused heavily on social media advertising and creative automation. * **Marin Software:** A veteran in cross-channel search and social management. * **Skai (formerly Kenshoo):** An enterprise-level omnichannel marketing platform. * **Adobe Advertising Cloud:** A comprehensive suite for cross-channel media buying. ### Pricing Model Albert.ai typically operates on a **percentage of ad spend (media managed)** model. While specific percentages are not public and vary by contract size, it is positioned as an enterprise-grade tool. There may also be a minimum monthly management fee. ### Notable Customers The tool is primarily used by large global brands and agencies. Notable clients have included: * **Harley-Davidson** * **Dole** * **Cosabella** * **Tumi** * **Adidas**

$ pricing_receipts

all receipts →

Weekly snapshot diff of Albert.ai's pricing page. Tiers extracted with AI, compared against the prior week.

change history

  • 1 mo agoΔ 0

    Albert.ai: pricing page edited (no tier-level changes)

    source ↗
  • 1 mo agoΔ 0

    Albert.ai: pricing page edited (no tier-level changes)

    source ↗
  • 2 mo agoΔ 0

    Albert.ai: pricing page edited (no tier-level changes)

    source ↗

$ buyer_panel_verdict

full panel →

Synthetic buyer panel (CMO + RevOps + IT + Procurement) ranks Albert.ai against the Cross-Channel Decisioning category. Grounded in disclosed facts only.

#262/100

Albert.ai is a strong contender for its high degree of autonomy in paid media, but its weaker data governance, limited compliance, and opaque pricing make it a slightly riskier choice than the leader.

strengths
  • +'Fully_agentic' autonomy for paid media is a key differentiator.
  • +Good channel coverage across paid social, search, and CTV.
  • +Mature vendor with a clear data retention policy (180 days).
weaknesses
  • Pricing lacks transparency ('contact_sales').
  • 'External_processing' for data is less secure than zero-copy.
  • Compliance is limited to SOC2 and GDPR.
  • Integrations are narrowly focused on paid media platforms.

$ sources --all

Every claim above links to its origin. Nothing here is inferred without a citation; missing fields are marked Unknown rather than guessed.