OVERVIEW

Operator intelligence.

See where marketplace demand is forming, where supply is constrained, and where human or software-agent supply may improve liquidity.

Market Health

Composite condition of the marketplace in the selected scope.

/ 100

Stable

Liquidity55

Balance56

Growth75

Fulfillment74

Rule-based conditions detected in the filtered dataset.

Supply ConstraintAI Evaluation
100 demand units are competing against 20 units of supply — 5.0× more demand than supply.
5.0×
D/S ratio
Supply ConstraintMoving
150 demand units are competing against 50 units of supply — 3.0× more demand than supply.
3.0×
D/S ratio
Supply ConstraintData Cleaning
120 demand units are competing against 45 units of supply — 2.7× more demand than supply.
2.7×
D/S ratio
Supply ConstraintFurniture Assembly
88 demand units are competing against 26 units of supply — 3.4× more demand than supply.
3.4×
D/S ratio
Supply ConstraintWeb Research
95 demand units are competing against 38 units of supply — 2.5× more demand than supply.
2.5×
D/S ratio
Agent OpportunityDocument Analysis
84% agent suitability combined with 35% fulfillment suggests software-agent supply may help close the gap.
84%
Agent suitability

Every column is sortable. Ranked by the heuristic opportunity composite.


AI Evaluation Agent Tasks	100	20	5.00×	+43%	35%	$140	90%	71 Act now
Data Cleaning Agent Tasks	120	45	2.67×	+54%	43%	$110	88%	66
Web Research Agent Tasks	95	38	2.50×	+32%	32%	$85	92%	60
Document Analysis Agent Tasks	48	19	2.53×	+41%	35%	$130	84%	56
Moving Local Services	150	50	3.00×	+15%	60%	$180	5%	56
Furniture Assembly Local Services	88	26	3.38×	+26%	47%	$95	6%	55
Lead Generation Agent Tasks	64	30	2.13×	+23%	45%	$160	80%	49
Market Research Professional Services	58	30	1.93×	+32%	41%	$320	66%	49
Financial Modeling Professional Services	34	22	1.55×	+13%	47%	$380	42%	36
Roommates Housing	96	90	1.07×	+4%	71%	$1,450	12%	36
Cleaning Local Services	110	96	1.15×	+6%	71%	$120	4%	32
Part-Time Roles Jobs	66	58	1.14×	+6%	50%	$26	5%	28
Freelance Contracts Jobs	58	74	0.78×	+7%	52%	$90	30%	28
Tutoring Local Services	72	70	1.03×	+6%	69%	$60	35%	26
Furniture Resale For Sale	70	112	0.63×	-5%	63%	$180	10%	26
Copywriting Professional Services	52	88	0.59×	-7%	77%	$150	78%	24
Pet Sitting Local Services	54	61	0.89×	+4%	70%	$55	3%	21
Graphic Design Professional Services	40	100	0.40×	-11%	88%	$200	75%	21 Oversupplied

Each bubble is a market. Size reflects listing activity; color reflects opportunity score.

High demand · low supplyLiquid marketEmerging / inactiveOversupplied

Opportunity 62+45–61Below 45

Share of listing activity by category in scope.

How much of this marketplace software agents could plausibly serve.

Agent-addressable demand

42.2%

of demand sits in markets you rated agent-suitable

Addressable demand volume

581

demand units weighted by agent suitability

Unmet agent-suitable demand

307

addressable demand not yet matched

Fastest-growing agent market

Data Cleaning

+54% demand growth