Companies · AI / ML

CueWinter 2010Acquired

San Francisco · CA, USA · AI / ML · founded 2012 · http://cueup.com

Diligence memoA one-page analyst read on Cue — recommendation, valuation, rhythm, risks.
$500K
Total raised · real
1
Rounds
Latest step-up
Top 32%
Sector rank · raised
Pre-Seed
Latest stage · inferred · Thu Oct 12 2023 00:00:00 GMT+0000 (Coordinated Universal Time)

Cue looks fair against its niche peers and is at-risk on financing cadence.

Synthesized from the figures below est. — every claim rests on a number shown on this page. Valuation uses the ai/ml sector profile.

Analyst read est. — computed against this company's niche peers in the same era. Inputs shown; not a quoted figure.

Fair
  • Modeled value is 1.49× the median modeled value of Pre-Seed AI / ML companies in 2022–2024 (85 peers) — value vs value, same stage and era.
  • Within the normal band (149% of peer median) for its niche.
At-risk
  • Last raise 2.7 yr ago; this sector typically re-raises about every 11 months.
  • Past due for a raise versus sector cadence — watch for distress or a bridge.
Where it sits in AI / ML

Cue is one of 2067 AI / ML companies tracked from San Francisco, CA, USA, on record since 2012. By capital raised it ranks mid-pack (ahead of 69% of sector peers), and mid-pack by modeled valuation est..

Ranking is computed against this company's own sector cohort — reported capital is fact; valuation tiers are modeled.

AI analyst read est. — model-extracted from this company's public description, not a verified fact. 30%

operates a technology-led product inferred from public copy

Grounded in: “You are a venture analyst

SA startup Cue raises $500k funding to advance AI-powered customer service 0 By Tom Jackson on October 12, 2023 News , Southern Africa South African startup Cue , a frontrunner in AI-driven customer service solutions, has raised US$500,000 in funding to enhance its mission of improving customer service by harnessing the potential of cutting-edge large language models (LLM). Founded in 2018, Cue enables businesses to help customers quickly and efficiently with chatbots and live chat on WhatsApp and social channels.

SA startup Cue raises $500k funding to advance AI-powered customer service 0 By Tom Jackson on October 12, 2023 News , Southern Africa South African startup Cue , a frontrunner in AI-driven customer service solutions, has raised US$500,000 in funding to enhance its mission of improving customer service by harnessing the potential of cutting-edge large language models (LLM). Founded in 2018, Cue enables businesses to help customers quickly and efficiently with chatbots and live chat on WhatsApp and social channels.

ConsumerHome and Personalai/ml
Find Cue online

As reported in public records reported — not modeled.

US
Jurisdiction
Amount raised vs valuation, by round

Solid bars are reported offering amounts reported; hatched bars are the modeled post-money valuation est. — both on one shared scale so you can read raise-vs-worth at each round directly. Use the toggles to overlay data labels and the niche-peer / market average value lines.

Amount raised · realModeled valuation · estCumulative funded · real
$0$1.3M$2.5M$3.8M$5.0MPre-Seed · 2023-10-12 Raised $500K (real) Modeled valuation $4.0M (est)$500K$4.0MPre-Seed2023

The line shows cumulative reported funding over the period; + labels show new capital added between points when there is room. Toggle on-bar figures, plus the niche-peer and market averages, to read this company against its cohort. Benchmarks are modeled medians.

Financing ladder & sequence gaps
Pre-Seed$500K · 2023

Stages are modeled from round size (public records carry no series label). Ladder is contiguous — every modeled rung has a record.

Modeled valuation trajectory
$4.0M
Base estimate est.
$327K
Conservative case
$16.8M
Upside case
$2.8M
Modeled post-money

Round size and date are reported; the stage label is inferred from round size (latest is Pre-Seeda round under $1.0M). Valuation is modeled from stage benchmarks scaled by the ai/ml sector profile. Directional, not a quoted figure.

Not enough modeled valuation points to chart a trajectory.

Model inputs · modeled:benchmark-stage-stepup-v1
18%
Dilution assumption
Implied ownership sold in the financing.
29%
Survival probability
12% low · 54% high
1.80×/yr
Annual markup
2.44×/yr upside case
2.7 yr
Elapsed time used
2.7 yr actual, capped for stale marks
ai/ml
Sector profile
Adjusts growth and survival by industry.
Financing rhythm
Avg between rounds
Capital velocity
2.7 yr
On record since
2023
First round
1
Rounds on file
How it compares to the market

Benchmarked against 2067 companies in AI / ML. Each bar is a median (the middle company, not an average — outliers don't skew it). Two yardsticks: real money raised (reported on Form D) and modeled value (our estimate est.). These are whole-sector medians across all stages, except the per-stage row.

Total raised — vs sector median (real $, all stages) 0.1× of median
This company$500K
Sector median$4.7M
Latest round — vs other Pre-Seed rounds in sector (real $, this stage) 1.4× above median
This company$500K
Sector median$350K
Modeled value — vs sector median (estimate, all stages) 0.1× of median
This company$4.0M
Sector median$27.9M

Raised more than 69% of sector peers (real $). Modeled value above 69% of peers (estimate).

Niche peers — same stage & era

A tighter cohort than the sector chart above — only companies at the same stage (Pre-Seed) that last raised in the same ~3-year era, ranked by modeled value est. (not money raised). This is the exact set the analyst read compares against, so a like-for-like cohort is what makes "over/under-valued" meaningful. This company ranks #26 of 85.

This companyCohort peer
$1.0M$10.0M$100.0M$100K$1.0M$10.0MCapital raised (log)Semiotic AI, Inc. · Pre-Seed Raised $1.0M · modeled $21.4M (est)Strongest AI Inc. · Pre-Seed Raised $1.0M · modeled $19.1M (est)Quipus AI, Inc. · Pre-Seed Raised $1.0M · modeled $14.2M (est)Fabrica AI Corp. · Pre-Seed Raised $850K · modeled $9.9M (est)Ai Nutrition Corp. · Pre-Seed Raised $825K · modeled $9.7M (est)Apt AI, Inc. · Pre-Seed Raised $750K · modeled $7.4M (est)Chorus AI Inc. · Pre-Seed Raised $805K · modeled $6.7M (est)Talents Arena · Pre-Seed Raised $750K · modeled $6.7M (est)Artemis AI Investments LLC · Pre-Seed Raised $450K · modeled $6.2M (est)ML Tech Holdings, Inc. · Pre-Seed Raised $1.0M · modeled $6.1M (est)Evolve Media AI Corp · Pre-Seed Raised $818K · modeled $5.9M (est)Industrial Intelligence,Inc · Pre-Seed Raised $919K · modeled $5.8M (est)Cue (this company) Raised $500K · modeled $4.0M (est)Cue
CompanyStageRaised · realValue · estvs peer med.
Semiotic AI, Inc.Pre-Seed$1.0M$21.4M7.92×
Strongest AI Inc.Pre-Seed$1.0M$19.1M7.07×
Quipus AI, Inc.Pre-Seed$1.0M$14.2M5.26×
Fabrica AI Corp.Pre-Seed$850K$9.9M3.67×
Ai Nutrition Corp.Pre-Seed$825K$9.7M3.59×
Apt AI, Inc.Pre-Seed$750K$7.4M2.74×
Chorus AI Inc.Pre-Seed$805K$6.7M2.49×
Talents ArenaPre-Seed$750K$6.7M2.47×
Artemis AI Investments LLCPre-Seed$450K$6.2M2.31×
ML Tech Holdings, Inc.Pre-Seed$1.0M$6.1M2.28×
Evolve Media AI CorpPre-Seed$818K$5.9M2.19×
Industrial Intelligence,IncPre-Seed$919K$5.8M2.13×
Cue this companyPre-Seed$500K$4.0M1.49×
Full financing history

Stage is inferred from round size est., not reported on the filing — a round's dollar size maps to a bucket: Pre-Seed <$1.0M · Seed $1.0M–$4.0M · Series A $4.0M–$15M · Series B $15M–$40M · Series C $40M–$100M · Series D+ $100M–$400M · Growth/Late >$400M.

StageAmount · realAnnouncedPost-money · estValue · estConf.
Pre-Seed$500K2023-10-12$2.8M$4.0M45%
What happened at each round

Step-up, pace versus the sector's normal cadence, and revenue/exemption moves — read straight from the reported round facts reported.

  1. Pre-Seed$500K2023-10-12
    • First recorded raise — entered as Pre-Seed.
Intelligence
Modeled next raise
$800K
Modeled next size est.range $520K$1.3M
Last step-up
Capital velocity

Predictive signals are modeled est. from this company's own cadence and step-up, plus sector benchmarks — directional, not advice. Peer set and a CSV export live in your analyst workspace.

Registry & provenance

Cue is an official record sourced from the U.S. Securities and Exchange Commission (SEC). U.S. data is aggregated from SEC Form D filings.

United States
Country of record
US
Jurisdiction
Similar companies

Nearest neighbours across the whole database — matched on sector, stage and capital scale, and on shared operators (officers or directors named at both companies in public filings). A discovery shortlist, not a valuation cohort — verify before acting, the same way modeled figures are directional.

CompanySectorStageRaised · realValue · estWhy similar
Bacon AI Inc.AI / MLPre-Seed$500K$4.3Msame sector · same stage
eDiscovery AI LLCAI / MLPre-Seed$500K$2.8Msame sector · same stage
Leadoff.ai, Inc.AI / MLPre-Seed$500K$3.0Msame sector · same stage
Modern AI LLCAI / MLPre-Seed$500K$2.5Msame sector · same stage
Multikor.ai, Inc.AI / MLPre-Seed$500K$1.2Msame sector · same stage
Savantz Ai LlcAI / MLPre-Seed$500K$3.0Msame sector · same stage
Novella AI, IncAI / MLPre-Seed$499K$2.9Msame sector · same stage
Libra AI, Inc.AI / MLPre-Seed$520K$1.1Msame sector · same stage
Semantically similar

Matched by meaning, not labels — a local language model reads each company's name, sector and description and ranks the closest in that learned space. This catches look-alikes that cross sector boundaries; the structured list above explains its matches, this one trusts the text. Directional, like every modeled signal here.

CompanySectorStageValue · estMatch
Cuebox Inc.Other TechnologySeed$19.5M69%
CueZen Inc.Other TechnologySeries A$20.8M67%
Slot Check, Inc.Other TechnologySeed$601K67%
Capture Llc
All your notes, tasks, and files in one super-fast workspace.
Other TechnologySeries A$4.2M67%
Cuebiq, Inc.Other TechnologySeries B$999.7M67%
Flow
Left to right: Flow founders Jonathan Liebmann, Gil Sperling, Daniel Levy (1) SA property tech startup Flow raises $1.47m funding round 0 By Tom Jackson on January 29, 2019 News , Southern Africa South African property startup Flow, which has developed an app that rewards tenants for good behaviour, has raised a ZAR20 million (US$1.47 million) funding round to fuels its growth and add to its service. Founded by Daniel Levy, Gil Sperling and Jonathan Liebmann, Flow rewards tenants for registering, adding their property details, paying their rent on time, and looking after their homes.
Growth/Late$26.1M67%
Cue Health Inc.HealthtechSeries D+$2.6B66%
Pointwise
App that tells you which credit cards to get and when
66%
Frequently asked
How much funding has Cue raised?
Cue has raised approximately $500K in disclosed capital across 1 recorded financing round, aggregated from public filings.
What is Cue's estimated valuation?
Provath's modeled valuation for Cue is approximately $4.0M (modeled range $327K–$16.8M). This is an algorithmic estimate derived from round sizes and same-niche peers — not a quoted or reported figure.
What funding stage is Cue at?
Cue's latest modeled financing stage is Pre-Seed. Its most recent recorded round closed around Thu Oct 12.
What does Cue do and where is it based?
Cue operates in the AI / ML sector, based in San Francisco, CA, USA. SA startup Cue raises $500k funding to advance AI-powered customer service 0 By Tom Jackson on October 12, 2023 News , Southern Africa South African startup Cue , a frontrunner in AI-driven customer service solutions, has raised US$500,000 in funding to enhance its mission of improving customer service by harnessing the potential of cutting-edge large language models (LLM). Founded in 2018, Cue enables businesses to help customers quickly and efficiently with chatbots and live chat on WhatsApp and social channels.
Explore related

See where Cue sits in the wider market — its sector, location and stage cohorts, each with their own leaderboards and capital-flow timelines.

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