Scraping Costs
85 scrape runs — since 2026-02-14 11:01:15
$42.76
Total Cost (USD)
85
Scrape Runs
17955
New Reviews Scraped
$0.0024
Avg Cost / Review
Cost Escalation Strategy — Cheapest First
The scraper always tries the cheapest method first and only escalates when the previous tier fails or returns no results. LLM costs (GPT-4o, Groq, Cerebras, Gemini) are additional when parsing is needed.
1
Self-Hosted (BS4)
FREE — requests + BeautifulSoup
+ optional LLM for parsing
2
Firecrawl + LLM
$0.001/page — JS rendering
+ LLM token cost for parsing
3
Tavily + LLM
$0.001/search
+ LLM token cost
4
Apify
$0.005/page
Last resort only
Google Maps uses SerpAPI ($0.01/page) as a special path — returns structured JSON without LLM parsing, making it cheaper overall than Firecrawl+LLM for Google.
Cost by Tool
| Tool | Reviews | Rate/pg | Est. Cost |
|---|---|---|---|
| Apify | 9399 | $0.005 | $46.99 |
| SerpAPI | 7660 | $0.010 | $76.60 |
| Firecrawl + GPT | 404 | $0.001 | $0.40 |
| Firecrawl | 304 | $0.001 | $0.30 |
| ubereats_manager | 242 | FREE | $0.00 |
| facebook_graph | 91 | FREE | $0.00 |
| Tavily + GPT | 58 | $0.001 | $0.06 |
| Self-Hosted + GPT | 34 | FREE | $0.00 |
| Self-Hosted (BS4) | 9 | FREE | $0.00 |
| Total | 18201 | $124.36 |
Monthly Scraping Cost
Reviews by Platform & Tool
| Platform | Total | Apify | facebook_graph | Firecrawl | Firecrawl + GPT | Self-Hosted (BS4) | Self-Hosted + GPT | SerpAPI | Tavily + GPT | ubereats_manager | Est. Cost |
|---|---|---|---|---|---|---|---|---|---|---|---|
| Google Maps | 14838 | 9061 | - | - | 7 | - | - | 5732 | 38 | - | $102.67 |
| OpenTable | 2532 | 338 | - | 293 | 287 | - | - | 1614 | - | - | $18.41 |
| Yelp | 329 | - | - | - | 37 | - | - | 292 | - | - | $2.96 |
| UberEats | 276 | - | - | 1 | - | - | 30 | - | 3 | 242 | $0.00 |
| 105 | - | 91 | - | - | - | - | - | 14 | - | $0.01 | |
| TripAdvisor | 98 | - | - | - | 73 | - | - | 22 | 3 | - | $0.30 |
| Trustpilot | 23 | - | - | 10 | - | 9 | 4 | - | - | - | $0.01 |
Platform Tool Distribution
Scrape Log
completed: 61
partial: 24
running: 10
Scrape #00096
partial
2026-10-18 02:25:02
→ 2026-10-18 02:25:02
facebook_ratings_catchup
1 errors
$0.0000
Scrape #00095
partial
2026-10-18 02:20:01
→ 2026-10-18 02:22:09
127s
firecrawl_platforms_catchup
21 new
3 errors
$0.1200
Scrape #00094
partial
2026-10-18 02:10:02
→ 2026-10-18 02:10:09
6s
serpapi_platforms_catchup
24 new
3 errors
$0.0300
Scrape #00093
completed
2026-10-18 02:00:01
→ 2026-10-18 02:01:23
82s
serpapi_incremental
175 new
$0.2700
Scrape #00092
partial
2026-10-11 02:25:01
→ 2026-10-11 02:25:01
facebook_ratings_catchup
1 errors
$0.0000
Scrape #00091
partial
2026-10-11 02:20:01
→ 2026-10-11 02:22:01
119s
firecrawl_platforms_catchup
22 new
3 errors
$0.1200
Scrape #00090
completed
2026-10-11 02:10:01
→ 2026-10-11 02:10:15
13s
serpapi_platforms_catchup
30 new
$0.0900
Scrape #00089
completed
2026-10-11 02:00:02
→ 2026-10-11 02:01:29
86s
serpapi_incremental
179 new
$0.2600
Scrape #00088
partial
2026-10-04 02:25:02
→ 2026-10-04 02:25:02
facebook_ratings_catchup
1 errors
$0.0000
Scrape #00087
partial
2026-10-04 02:20:01
→ 2026-10-04 02:21:53
111s
firecrawl_platforms_catchup
20 new
3 errors
$0.1300
Scrape #00086
partial
2026-10-04 02:10:02
→ 2026-10-04 02:10:10
8s
serpapi_platforms_catchup
18 new
3 errors
$0.0300
Scrape #00085
completed
2026-10-04 02:00:02
→ 2026-10-04 02:01:07
65s
serpapi_incremental
144 new
$0.2200
Scrape #00084
partial
2026-09-27 02:25:02
→ 2026-09-27 02:25:02
facebook_ratings_catchup
1 errors
$0.0000
Scrape #00083
partial
2026-09-27 02:20:02
→ 2026-09-27 02:23:05
183s
firecrawl_platforms_catchup
22 new
5 errors
$0.1300
Scrape #00082
completed
2026-09-27 02:10:01
→ 2026-09-27 02:10:15
13s
serpapi_platforms_catchup
18 new
$0.0900
Scrape #00081
completed
2026-09-27 02:00:03
→ 2026-09-27 02:01:35
92s
serpapi_incremental
249 new
$0.3200
Scrape #00080
partial
2026-09-20 02:25:01
→ 2026-09-20 02:25:02
facebook_ratings_catchup
1 errors
$0.0000
Scrape #00079
partial
2026-09-20 02:20:02
→ 2026-09-20 02:22:01
119s
firecrawl_platforms_catchup
22 new
3 errors
$0.1300
Scrape #00078
completed
2026-09-20 02:10:01
→ 2026-09-20 02:10:14
12s
serpapi_platforms_catchup
19 new
$0.0900
Scrape #00077
completed
2026-09-20 02:00:02
→ 2026-09-20 02:00:36
33s
serpapi_incremental
29 new
$0.1000
Scrape #00076
partial
2026-09-13 02:25:01
→ 2026-09-13 02:25:01
facebook_ratings_catchup
1 errors
$0.0000
Scrape #00075
partial
2026-09-13 02:20:01
→ 2026-09-13 02:22:15
133s
firecrawl_platforms_catchup
34 new
5 errors
$0.1300
Scrape #00074
completed
2026-09-13 02:10:01
→ 2026-09-13 02:10:18
17s
serpapi_platforms_catchup
24 new
$0.1000
Scrape #00073
completed
2026-09-13 02:00:02
→ 2026-09-13 02:01:35
92s
serpapi_incremental
181 new
$0.2600
Scrape #00072
partial
2026-09-06 02:25:01
→ 2026-09-06 02:25:02
facebook_ratings_catchup
1 errors
$0.0000
Scrape #00071
partial
2026-09-06 02:20:02
→ 2026-09-06 02:22:39
157s
firecrawl_platforms_catchup
43 new
3 errors
$0.1300
Scrape #00070
completed
2026-09-06 02:10:01
→ 2026-09-06 02:10:26
24s
serpapi_platforms_catchup
22 new
$0.1000
Scrape #00069
completed
2026-09-06 02:00:04
→ 2026-09-06 02:01:33
89s
serpapi_incremental
185 new
$0.2600
Scrape #00068
partial
2026-08-30 02:25:01
→ 2026-08-30 02:25:02
facebook_ratings_catchup
1 errors
$0.0000
Scrape #00067
partial
2026-08-30 02:20:01
→ 2026-08-30 02:23:16
194s
firecrawl_platforms_catchup
6 errors
$0.0400
Scrape #00066
completed
2026-08-30 02:10:01
→ 2026-08-30 02:10:20
18s
serpapi_platforms_catchup
22 new
$0.1000
Scrape #00065
completed
2026-08-30 02:00:02
→ 2026-08-30 02:02:10
128s
serpapi_incremental
273 new
$0.3500
Scrape #00064
partial
2026-08-23 02:25:01
→ 2026-08-23 02:25:01
facebook_ratings_catchup
1 errors
$0.0000
Scrape #00063
partial
2026-08-23 02:20:02
→ 2026-08-23 02:23:23
200s
firecrawl_platforms_catchup
70 new
3 errors
$0.1300
Scrape #00062
completed
2026-08-23 02:10:02
→ 2026-08-23 02:10:22
20s
serpapi_platforms_catchup
21 new
$0.1000
Scrape #00061
completed
2026-08-23 02:00:05
→ 2026-08-23 02:00:31
25s
serpapi_incremental
25 new
$0.0700
Scrape #00060
running
2026-08-22 16:21:44
manual
$0.0000
No platform detail available
Scrape #00059
completed
2026-08-22 15:32:26
→ 2026-08-22 15:32:33
6s
facebook_ratings_catchup
91 new
$0.0000
Scrape #00058
completed
2026-08-22 14:21:55
→ 2026-08-22 14:21:55
firecrawl_md_dump
1 new
$0.0000
No platform detail available
Scrape #00057
completed
2026-08-22 14:19:56
→ 2026-08-22 14:19:56
firecrawl_md_dump
$0.0000
No platform detail available
Scrape #00056
completed
2026-08-22 14:18:57
→ 2026-08-22 14:18:57
firecrawl_md_dump
18 new
$0.0000
No platform detail available
Scrape #00055
completed
2026-08-22 14:18:36
→ 2026-08-22 14:18:36
firecrawl_md_dump
10 new
$0.0000
No platform detail available
Scrape #00054
partial
2026-08-22 14:18:29
→ 2026-08-22 14:24:27
357s
firecrawl_platforms_catchup
21 new
8 errors
$0.0700
Scrape #00053
running
2026-08-22 14:16:40
firecrawl_platforms_catchup
$0.0000
No platform detail available
Scrape #00052
running
2026-08-22 14:15:21
firecrawl_platforms_catchup
$0.0000
No platform detail available
Scrape #00051
partial
2026-08-22 14:14:55
→ 2026-08-22 14:14:57
1s
firecrawl_platforms_catchup
8 errors
$0.0000
Scrape #00050
running
2026-08-22 14:12:48
firecrawl_platforms_catchup
$0.0000
No platform detail available
Scrape #00049
completed
2026-08-22 14:05:15
→ 2026-08-22 14:05:33
17s
serpapi_platforms_catchup
20 new
$0.1000
Scrape #00048
completed
2026-08-22 11:31:51
→ 2026-08-22 11:32:19
28s
serpapi_platforms_catchup
96 new
$0.1300
Scrape #00047
completed
2026-08-22 11:28:47
→ 2026-08-22 11:29:32
45s
serpapi_place_id_gap
161 new
$0.1900
Scrape #00046
completed
2026-08-21 21:46:20
→ 2026-08-21 21:50:03
223s
serpapi_incremental
646 new
$0.7000
Scrape #00045
completed
2026-07-24 20:50:40
→ 2026-07-24 20:56:10
330s
serpapi_incremental
859 new
$0.9300
Scrape #00044
completed
2026-07-24 20:49:46
→ 2026-07-24 20:49:47
1s
serpapi_incremental
$0.0100
Scrape #00043
completed
2026-07-24 20:47:38
→ 2026-07-24 20:48:16
38s
serpapi_incremental
104 new
$0.1200
Scrape #00042
completed
2026-07-24 20:46:03
→ 2026-07-24 20:47:27
84s
serpapi_incremental
266 new
1 updated
$0.2800
Scrape #00041
completed
2026-07-24 20:34:03
→ 2026-07-24 20:34:08
5s
manual
$0.0010
Scrape #00040
completed
2026-07-24 20:33:16
→ 2026-07-24 20:33:28
12s
manual
$0.0010
Scrape #00038
completed
2026-02-18 21:18:52
→ 2026-02-18 21:42:50
1438s
apify_google_fill_gaps
26 new
10979 updated
$0.0000
No platform detail available
Scrape #00037
completed
2026-02-18 21:18:23
→ 2026-02-18 21:18:27
4s
apify_google_fill_gaps
$0.0000
No platform detail available
Scrape #00036
completed
2026-02-18 21:06:23
→ 2026-02-18 21:17:46
683s
apify_google_fill_gaps
72 new
10911 updated
$0.0000
No platform detail available
Scrape #00035
completed
2026-02-18 20:08:25
→ 2026-02-18 20:35:02
1597s
apify_google_fill_gaps
111 new
10800 updated
$0.0000
No platform detail available
Scrape #00034
completed
2026-02-18 20:08:08
→ 2026-02-18 20:08:12
4s
apify_google_fill_gaps
$0.0000
No platform detail available
Scrape #00033
running
2026-02-18 20:07:41
apify_google_fill_gaps
$0.0000
No platform detail available
Scrape #00032
completed
2026-02-18 19:58:49
→ 2026-02-18 19:59:15
26s
apify_google_deerfield
1068 new
373 updated
$0.0000
No platform detail available
Scrape #00031
completed
2026-02-18 19:53:39
→ 2026-02-18 19:56:16
157s
apify_google_import
7784 new
1601 updated
$0.0000
No platform detail available
Scrape #00030
completed
2026-02-18 19:16:50
→ 2026-02-18 19:23:51
421s
manual
18 new
$0.2176
Google:
18 found
, 18 new
No extraction
No extraction:
18 pages
(free)
Scrape #00029
completed
2026-02-18 19:02:38
→ 2026-02-18 19:12:09
571s
manual
5 new
105 updated
$0.0500
Opentable:
110 found
, 5 new
Apify
Apify:
110 pages
≈ $0.5500
Scrape #00028
completed
2026-02-18 18:59:56
→ 2026-02-18 19:00:38
42s
serpapi_import
1614 new
312 updated
$0.0000
No platform detail available
Scrape #00027
completed
2026-02-18 16:58:19
→ 2026-02-18 17:27:12
1733s
manual
333 new
17 updated
$0.0000
Opentable:
350 found
, 333 new
Apify
Apify:
350 pages
≈ $1.7500
Scrape #00026
running
2026-02-18 16:36:04
manual
$0.0000
No platform detail available
Scrape #00025
completed
2026-02-18 16:11:00
→ 2026-02-18 16:23:05
725s
manual
10 new
31 updated
$0.8310
Opentable:
41 found
, 10 new
Firecrawl + GPT
Firecrawl + GPT:
41 pages
≈ $0.0410
Scrape #00024
running
2026-02-18 16:06:58
manual
$0.0000
No platform detail available
Scrape #00023
completed
2026-02-18 16:00:58
→ 2026-02-18 16:04:23
205s
manual
$0.0134
Scrape #00022
completed
2026-02-18 15:35:06
→ 2026-02-18 15:39:12
246s
manual
10 new
11 updated
$0.3837
Opentable:
21 found
, 10 new
Firecrawl + GPT
Firecrawl + GPT:
21 pages
≈ $0.0210
Scrape #00021
completed
2026-02-18 15:29:23
→ 2026-02-18 15:32:08
165s
manual
1 new
10 updated
$0.1595
Opentable:
11 found
, 1 new
Firecrawl + GPT
Firecrawl + GPT:
11 pages
≈ $0.0110
Scrape #00020
running
2026-02-18 15:26:42
manual
$0.0000
No platform detail available
Scrape #00019
running
2026-02-18 14:47:43
manual
$0.0000
No platform detail available
Scrape #00018
completed
2026-02-18 13:30:49
→ 2026-02-18 14:42:27
4298s
manual
210 new
10 updated
$4.4420
Opentable:
220 found
, 210 new
Firecrawl + GPT
Firecrawl + GPT:
220 pages
≈ $0.2200
Scrape #00017
completed
2026-02-18 08:34:34
→ 2026-02-18 08:57:40
1386s
manual
60 new
103 updated
$14.6938
Google:
20 found
, 2 new
No extraction
Tripadvisor:
45 found
, 30 new
Firecrawl + GPT
Yelp:
30 found
, 3 new
Firecrawl + GPT
Opentable:
30 found
, 24 new
Firecrawl + GPT
Trustpilot:
9 found
Self-Hosted + GPT
Ubereats:
29 found
, 1 new
No extraction
No extraction:
49 pages
(free)
Firecrawl + GPT:
105 pages
≈ $0.1050
Self-Hosted + GPT:
9 pages
(free)
Scrape #00016
completed
2026-02-16 11:00:48
→ 2026-02-16 11:02:09
81s
manual
12 new
$0.1191
Google:
12 found
, 12 new
Tavily + GPT
Tavily + GPT:
12 pages
≈ $0.0120
Scrape #00015
completed
2026-02-16 09:58:21
→ 2026-02-16 10:12:41
860s
manual
2232 new
1 updated
$2.4900
Google:
2233 found
, 2232 new
SerpAPI
SerpAPI:
2233 pages
≈ $22.3300
Scrape #00014
completed
2026-02-15 11:30:02
→ 2026-02-15 11:30:34
32s
manual
7 new
2 updated
$0.0061
Google:
9 found
, 7 new
Tavily + GPT
Tavily + GPT:
9 pages
≈ $0.0090
Scrape #00013
completed
2026-02-15 10:58:07
→ 2026-02-15 11:07:32
565s
manual
127 new
42 updated
$2.3462
Google:
22 found
, 19 new
Tavily + GPT
Tripadvisor:
31 found
, 31 new
Tavily + GPT
Yelp:
30 found
, 11 new
Firecrawl + GPT
Opentable:
30 found
, 16 new
Firecrawl + GPT
Facebook:
20 found
, 14 new
Tavily + GPT
Trustpilot:
9 found
, 4 new
Self-Hosted + GPT
Ubereats:
32 found
, 32 new
Tavily + GPT
Tavily + GPT:
105 pages
≈ $0.1050
Firecrawl + GPT:
60 pages
≈ $0.0600
Self-Hosted + GPT:
9 pages
(free)
Scrape #00012
completed
2026-02-15 10:57:08
→ 2026-02-15 10:57:38
30s
manual
3 new
7 updated
$0.0146
Yelp:
10 found
, 3 new
Firecrawl + GPT
Firecrawl + GPT:
10 pages
≈ $0.0100
Scrape #00011
completed
2026-02-15 10:54:50
→ 2026-02-15 10:55:02
12s
manual
$0.0030
Scrape #00010
partial
2026-02-15 09:40:07
→ 2026-02-15 09:56:17
970s
manual
48 new
10 updated
2 errors
$10.3610
Google:
3 found
, 3 new
No extraction
Tripadvisor:
15 found
, 15 new
, 1 err
No extraction
Yelp:
20 found
, 10 new
, 1 err
Firecrawl + GPT
Opentable:
20 found
, 20 new
No extraction
No extraction:
38 pages
(free)
Firecrawl + GPT:
20 pages
≈ $0.0200
Scrape #00009
completed
2026-02-15 09:39:14
→ 2026-02-15 09:39:48
34s
manual
10 new
$0.0886
Yelp:
10 found
, 10 new
Firecrawl + GPT
Firecrawl + GPT:
10 pages
≈ $0.0100
Scrape #00008
completed
2026-02-15 09:37:33
→ 2026-02-15 09:38:08
35s
manual
$0.1028
Scrape #00007
completed
2026-02-15 09:36:04
→ 2026-02-15 09:36:11
7s
manual
$0.0010
Scrape #00006
partial
2026-02-15 09:32:44
→ 2026-02-15 09:32:49
5s
manual
1 errors
$0.0010
Scrape #00005
completed
2026-02-14 11:03:10
→ 2026-02-14 11:04:31
81s
manual
$0.0010
Scrape #00004
completed
2026-02-14 11:02:06
→ 2026-02-14 11:02:17
11s
manual
$0.0010
Scrape #00003
completed
2026-02-14 11:01:54
→ 2026-02-14 11:01:55
1s
manual
9 new
$0.0000
Trustpilot:
9 found
, 9 new
Self-Hosted (BS4)
Self-Hosted (BS4):
9 pages
(free)
Scrape #00002
completed
2026-02-14 11:01:15
→ 2026-02-14 11:01:37
22s
manual
$0.0010
Scrape #00001
running
2026-02-14 11:00:56
manual
$0.0000
No platform detail available