ChocoData alternatives

By Wayne Hamadi, founder of Datacircle. Last updated: November 6, 2026

The best ChocoData alternatives for LinkedIn profile APIs: Bridgly, Reverse Contact and DataForB2B, by our benchmark of October 28, 2026.

LinkedIn profile API alternatives

ChocoData is #11 of the 85 providers we rank.

Every provider of this API, ranked: LinkedIn profile API: best providers in 2026

Rank	Provider and plan	Overall score	Accuracy score	$ per 1,000 profiles
1	Bridgly, $300 pack	78.5	58	$1.00
2	Reverse Contact, $449 monthly	77.2	64	$0.15
3	DataForB2B, $499 monthly, Growth	76.5	62	$0.10
4	Fetchin, $50 monthly, Subscription 50K	75.6	90	$2.00
5	Mart.dev, $49 monthly, Launch monthly	70.4	46	$0.98
6	GetLeads, $497 monthly, Unlimited	69.1	28	$0.083
7	BlitzAPI, top-up from $0.60	67.5	32	$1.00
8	Scrappa, $10 pack	66.8	29	$0.303
9	HarvestAPI, $280 pack	65.0	86	$3.70
10	SocialListeningAPI, $100 pack	64.0	86	$5.00
12	AnyAPI, top-up from $10, Manual top-up	62.7	68	$2.90
13	AI Ark, $399 monthly, Usage-Based Plan, 120,000 Credits / Month	62.6	53	$3.325
14	Renidly, $290 pack	62.6	74	$2.90
15	LinkedIn Scraper API, top-up	61.1	16	$0.90
16	Datamagnet, $199 monthly, Scale	59.6	88	$7.96
17	The Swarm, $500 monthly, Premium 1000	59.6	49	$10.00
18	Social Fetch, $29 monthly, Starter	58.9	73	$4.833
19	Up2Data, $200 pack, 100K	58.5	52	$4.00
20	ScrapeBadger, $49 monthly	58.2	20	$0.98
21	ScrapeAtlas, $19 pack	57.8	16	$1.90
22	InsightSocial, $9.99 monthly, Pro	57.0	84	$49.95
23	API Direct, pay as you go, Pay per request	56.9	65	$6.00
24	Village, $1 monthly, Core	56.7	20	$0.0000039
25	Anakin, top-up from $10, Business top-up	56.6	45
26	WizLeads, $499 monthly	56.1	54	$6.653
27	Vayne, $159 monthly, Expand	55.6	57	$12.72
28	LeadFuze, $500 monthly	55.1	2	$0.05
29	SocialKit, $210 monthly	54.8	8	$2.80
30	SociaVault, $399 pack	54.5	15	$1.995
31	QuickEnrich, $99 monthly	54.3	9	$3.96
32	Spidra, $249 monthly	53.1	16	$1.992
33	SocialCrawl, £299 pack, Pro	53.0	37	$13.291
34	Icypeas, $499 monthly	52.9	37	$7.485
35	SignalQub, $448 pack	52.8	15	$2.56
36	Captapi, $9 monthly	52.7	18	$4.50
37	Enrich Layer, $299 monthly, Growth	52.1	49	$11.96
38	ScrapingBot, €171 monthly	51.5	23	$3.849
39	MillionPhones, $300 monthly, Pro 40,000 credits/mo	51.2	8	$0.75
40	Generect, top-up from $20, Pay as you go	51.1	61	$20.00
41	RouterGrowth, $499 monthly, Scale	49.6	28	$5.20
42	QuanticData, $299 monthly	48.5	12	$4.186
43	graph8, $499 monthly	47.6	30
44	SocQ, top-up from $5	47.1	35	$12.50
45	Anysite, $300 monthly, Scale	46.6	35	$1.579
46	Exellius Systems Inc, $199 monthly, Professional	46.3	8	$7.96
47	Fiber AI, top-up from $3, Pay-as-you-go	46.0	66	$60.00
48	Context.dev, $500 monthly	45.8	34	$10.00
49	Forager, $250 monthly	45.8	45	$15.432
50	Bytemine, top-up from $0.50	44.3	23	$10.00
51	EnrichLoops, $250 monthly	44.0	33	$10.00
52	Zooq, $50 pack, Pro	43.9	68	$50.505
53	Prospeo, $249 monthly, Pro	43.5	18	$16.60
54	Pipecorn, $49 monthly, Build, 3,000 credits a month	43.3	29	$16.333
55	treg, top-up from $10	43.3	17	$1.385
56	FetchGoblin, top-up from $5	42.7	16	$1.491
57	WebScraping.AI, $29 monthly	42.6	17	$1.74
58	Scavio, $100 monthly, Bootstrap, monthly	42.0	30	$3.571
59	Bright Data, top-up	41.7	35	$1.50
60	ScrapeCreators, $47 pack	40.9	15	$1.88
61	LeadMagic, $499 monthly	40.5	17	$9.98
62	ProLevelMax, top-up	39.7	29	$24.00
63	LeadIQ, $130.50 monthly	39.6	22
64	Pearch AI, $10 pack, Self-Service, 250 credits	39.2	51	$120.00
65	Anymail Finder, $499 monthly	37.8	9	$9.98
66	Enrow, $87 monthly	37.3	5	$8.70
67	GetSales, $345 monthly	37.2	52	$69.00
68	CreatorCrawl, $299 pack	37.1	13	$2.99
69	People Data Labs, $98 monthly, Pro, Tier 1	35.8	31	$280.00
70	PeopleSearch.im, $50 pack	35.8	34	$55.556
71	Coresignal, $49 monthly	35.5	49	$392.00
72	Crawlbase, pay as you go, next 100K requests a month	35.4	24	$12.00
73	SignalHire, $79 monthly	35.4	32	$39.50
74	Tomba, $449 monthly	35.4	4	$8.98
75	ZenRows, $279 monthly, Growth G2	34.5	14
76	Captain Data, $247 monthly, Bronze, 5,000 credits / month	33.7	39	$49.48
77	Lusha, $69.90 monthly	32.7	9	$4.66
78	OneShot, top-up from $0.01, Card via Stripe Checkout	30.9	4	$5.00
79	Clearout, $360 monthly	30.6	3	$14.40
80	Listar, top-up from €10	28.8	8	$33.759
81	AeroLeads, $299 pack	28.4	1	$14.95
82	Parse, $30 monthly	25.5	14	$150.00
83	JustOneAPI, top-up	24.4	17
84	Sixtyfour, top-up from $50	23.1	20
85	KeyAPI, $439 monthly	17.2	12	$19.512

LinkedIn company data API alternatives

ChocoData is #12 of the 55 providers we rank.

Every provider of this API, ranked: LinkedIn company data API: best providers in 2026

Rank	Provider and plan	Overall score	Accuracy score	$ per 1,000 companies
1	DataForB2B, $499 monthly	85.3	74	$0.10
2	Reverse Contact, $449 monthly	85.2	73	$0.104
3	BlitzAPI, $99 monthly	78.9	58	$0.495
4	Scrappa, $10 pack	76.5	55	$0.303
5	Bridgly, $300 pack	76.4	58	$1.00
6	Mart.dev, $299 monthly	76.1	59	$0.598
7	lobstr.io, $500 monthly	69.3	53	$0.50
8	Upscrape, $149 pack	66.4	55	$1.49
9	ScrapeBadger, $49 monthly	64.9	41	$0.735
10	Litescrape, top-up from $10	64.8	18	$0.15
11	Scrapingdog, $500 monthly	64.7	27	$0.556
13	SociaVault, $399 pack	63.0	55	$1.995
14	ScrapeAtlas, $249 pack	62.9	42	$1.245
15	LinkedIn Scraper API, $19 monthly	62.0	27	$0.704
16	Enrich Layer, $299 monthly, Growth	61.5	79	$11.96
17	HarvestAPI, $20 pack	61.4	85	$4.00
18	Village, $1 monthly, Core	59.5	22	$0.0000039
19	WebAutomation, $99 monthly	58.3	18	$0.247
20	Fetchin, $50 monthly, Subscription 50K	58.0	63	$1.00
21	Omkar Cloud, $48 monthly	57.9	50	$0.48
22	ReefAPI, $450 quarterly	57.4	23	$1.00
23	API Direct, pay as you go, Pay per request	54.9	67	$6.00
24	Vayne, $159 monthly, Expand	54.7	85	$12.72
25	ZenRows, top-up from $5	53.8	49
26	Social Fetch, $29 monthly, Starter	53.6	74	$9.667
27	WizLeads, $449 quarterly	52.7	49	$4.49
28	WebScraping.AI, $29 monthly	51.9	50	$1.74
29	Captapi, $9 monthly	50.0	38	$9.00
30	ScrapeLi, $12 monthly, Monthly 3,000 credits	50.0	57	$2.00
31	Generect, top-up from $20, Pay as you go	49.8	60	$40.00
32	The Swarm, $500 monthly	49.5	30	$10.00
33	Up2Data, $25 pack, 10K	49.5	47	$2.50
34	AnyAPI, top-up from $10, Manual top-up	49.2	38	$1.10
35	ScrapeCreators, $497 pack	49.0	45	$0.994
36	LeadMagic, $499 monthly	48.8	47	$9.98
37	SocQ, top-up from $5	48.4	41	$10.00
38	SocialKit, $210 monthly	47.7	9	$2.80
39	Renidly, $290 pack	47.6	58	$5.80
40	Bright Data, top-up	43.9	41	$1.50
41	CreatorCrawl, $299 pack	43.8	41	$2.99
42	SignalQub, $43 pack	43.1	38	$4.30
43	Datamagnet, $199 monthly, Scale	42.9	48	$7.96
44	Scavio, $30 monthly	42.0	37	$4.286
45	FetchGoblin, top-up from $5	41.6	22	$1.491
46	treg, top-up from $10	41.4	14	$1.113
47	Anakin, top-up from $10, Business top-up	40.8	35
48	Crawlbase, pay as you go, next 100K requests a month	37.8	34	$12.00
49	Sixtyfour, top-up from $50	37.5	58
50	Fiber AI, top-up from $3, Pay-as-you-go	36.5	42	$60.00
51	Pipecorn, $49 monthly, Build, 3,000 credits a month	36.4	22	$16.333
52	InsightSocial, $9.99 monthly, Pro	36.1	29	$49.95
53	Edges, $440 monthly, SILVER, 20,000 credits / month	34.9	34	$32.985
54	GetSales, $119 monthly	32.3	41	$119.00
55	PeopleSearch.im, $50 pack	30.2	14	$27.778

LinkedIn job search API alternatives

ChocoData is #17 of the 20 providers we rank.

Every provider of this API, ranked: LinkedIn job search API: best providers in 2026

Rank	Provider and plan	Overall score	Accuracy score	$ per 1,000 jobs
1	Litescrape, top-up from $10	85.8	88	$0.015
2	ReefAPI, $15 monthly	85.5	88	$0.0015
3	BlitzAPI, $499 monthly	80.9	96	$0.10
4	LinkedIn Scraper API, $49 monthly	78.3	87	$0.06
5	DataForB2B, $499 monthly	77.5	89	$0.025
6	Omkar Cloud, $48 monthly	70.6	88	$0.048
7	Scrappa, $10 pack	69.3	48	$0.015
8	Vayne, $159 monthly	67.3	66	$0.064
9	AnyAPI, top-up from $10, Manual top-up	66.0	87	$0.026
10	lobstr.io, $500 monthly, Team	64.2	88	$0.50
11	API Direct, pay as you go, Pay per request	62.6	92	$0.24
12	SearchApi, $40 monthly	60.1	88	$0.40
13	Fantastic.jobs, $500 monthly	59.5	95	$2.00
14	OpenWeb Ninja, $150 monthly	58.8	86	$0.075
15	Bright Data, top-up	54.6	88	$1.50
16	Fiber AI, top-up from $3	53.5	76	$30.00
18	Up2Data, $200 pack, 100K	53.0	83	$2.00
19	ZenRows, $19 monthly, Build B1	49.5	88
20	HarvestAPI, $20 pack	43.1	67

LinkedIn post details API alternatives

ChocoData is #3 of the 24 providers we rank.

Every provider of this API, ranked: LinkedIn post details API: best providers in 2026

Rank	Provider and plan	Overall score	Accuracy score	$ per 1,000 posts
1	Bridgly, $300 pack	81.4	74	$1.00
2	Scrappa, $10 pack	77.6	48	$0.303
4	ScrapeAtlas, $249 pack	72.4	49	$1.245
5	LinkedIn Scraper API, $49 monthly	72.3	44	$0.598
6	SociaVault, $399 pack	66.5	60	$1.995
7	HarvestAPI, $280 pack	59.5	83	$2.30
8	Up2Data, $25 pack, 10K	57.5	63	$2.50
9	API Direct, pay as you go, Pay per request	56.9	62	$2.00
10	RichAPI, $100 pack	56.8	81	$20.00
11	ScrapeCreators, $497 pack	55.8	60	$0.994
12	DataForB2B, $499 monthly	55.3	13	$0.299
13	Captapi, $9 monthly, Starter	52.9	39	$4.50
14	Social Fetch, $29 monthly, Starter	52.9	52	$1.611
15	AnyAPI, top-up from $10, Manual top-up	50.7	39	$0.80
16	Bright Data, top-up	49.4	57	$1.50
17	ZenRows, top-up from $5	49.3	33
18	Datamagnet, $199 monthly	48.5	70	$7.96
19	Scavio, $500 monthly	45.7	52	$2.50
20	Anakin, top-up from $10, Business top-up	43.8	32	$1.78
21	CreatorCrawl, $299 pack	43.0	36	$2.99
22	treg, top-up from $10	37.8	17	$1.435
23	Crawlbase, pay as you go, next 100K requests a month	33.3	22	$12.00
24	Vayne, $49 monthly	33.2	43

LinkedIn job details API alternatives

ChocoData is #4 of the 24 providers we rank.

Every provider of this API, ranked: LinkedIn job details API: best providers in 2026

Rank	Provider and plan	Overall score	Accuracy score	$ per 1,000 jobs
1	Mart.dev, $299 monthly	72.6	50	$0.598
2	Bridgly, $300 pack	71.2	67	$1.00
3	Scrappa, $10 pack	69.0	43	$0.303
5	Litescrape, top-up from $10	67.4	29	$0.15
6	lobstr.io, $500 monthly, Team	66.5	50	$0.50
7	ReefAPI, $450 quarterly	66.4	49	$0.50
8	LinkedIn Scraper API, $49 monthly	65.8	46	$0.598
9	HarvestAPI, $20 pack	61.8	77	$1.00
10	Datamagnet, $199 monthly, Scale	59.0	84	$7.96
11	Omkar Cloud, $48 monthly	57.9	50	$0.48
12	Anysite, $300 monthly	56.5	75	$1.579
13	AnyAPI, top-up from $10	54.8	65	$1.50
14	Fantastic.jobs, $500 monthly	52.7	32	$2.00
15	Social Fetch, $29 monthly, Starter	51.0	72	$4.833
16	API Direct, pay as you go, Pay per request	49.6	51	$2.00
17	WebScraping.AI, $29 monthly	48.1	49	$1.74
18	OpenWeb Ninja, $150 monthly	48.0	46	$0.75
19	RichAPI, $100 pack	47.9	77	$20.00
20	Up2Data, $25 pack, 10K	47.7	52	$2.50
21	RankFabrik, €62.50 monthly, Artisan	46.9	23	$2.813
22	SearchApi, $500 monthly, Scale Plan	46.5	47	$2.00
23	Bright Data, top-up	45.0	51	$1.50
24	Vayne, $159 monthly, Expand	42.6	46	$3.18

chocodata-alternatives.txt