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Index › Data platform › Proxy and web data › Small business › October 2026 Edition

Proxy and web data providers for small business buyers

Asked as “proxy network”, and as “residential proxy provider for web scraping”, on behalf of a small B2B company. 50 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each. Added to the October 2026 Edition on October 4, 2026; its answers are read by the distilled judge (ai-indexes-judge-qwen3-14b-run3), not the claude-opus-5 judge of the earlier categories: how the two compare.
Standing · first-choice share
40%
Contested · Webshare 20%
40Decodo20Webshare12Smartproxy28others

40% of first choices, contested.

By buyer segment

The same question asked on behalf of a different buyer. Each standing is computed within its segment; they sit side by side and are never added together.

The standing

Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for a small B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
01Decodo40%0%45endorsed leader
02Webshare20%0%32accepted challenger
03Smartproxy12%5%21accepted challenger
04Bright Data8%33%45criticized challenger
05IPRoyal6%19%27accepted challenger
06Oxylabs4%40%42criticized challenger
07DataImpulse2%0%13accepted challenger
Show the two products at 0%, ordered by negative rate
09NetNut0%15%13accepted challenger
08SOAX0%6%18accepted challenger
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its product page.
All twenty-eight head-to-head pages: the top eight products, each against each

Recommended versus criticized

Every product with at least 10 labels here, on both axes. The 30% line names a quadrant, not the verdict above: that one needs more than 40%.

Criticized challengerCriticized default
Negative label rate →
01
02
03
04
05
06
07
08
N09
Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative60%
Key
01Decodo40%
02Webshare20%
03Smartproxy12%
04Bright Data8%
05IPRoyal6%
06Oxylabs4%
07DataImpulse2%
08SOAX0%
09NetNut0%

What they warned about

Four of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Grok 4.1 Fast, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash, GLM 4.7 FlashX, MiniMax M2.5 and Muse Glimmer 30B changed. A high negative share on a product with few labels is a warning. A low share on a product with many labels is salience, not sentiment.
Oxylabs
40%
17 of 42 labels negative · 11 of 14 models · 4 hard negative
“Avoid premium business-first providers like **Oxylabs**, **Bright Data**, or **SOAX** if budget is tight” Perplexity Sonar, budget prompt
Bright Data
33%
15 of 45 labels negative · 9 of 14 models · 3 hard negative
“Avoid premium business-first providers like **Oxylabs**, **Bright Data**, or **SOAX** if budget is tight” Perplexity Sonar, budget prompt
IPRoyal
19%
5 of 27 labels negative · 5 of 14 models · 4 hard negative
“Users report ISP proxies that actually appear to be datacenter IPs; aggressive account closures when disputes arise; high costs relative to actual value” Qwen 3.7 Flash, negative prompt
Proxy6.net
100%
4 of 4 labels negative · 4 of 14 models · 4 hard negative
“Numerous complaints about refusing refunds, delivering faulty proxies, and ignoring support requests.” MiniMax M2.5, negative prompt

What they cite

Citations exist only for the models that return a source list: fourteen of the fourteen in this edition, and all six flagship models on the expanded tier.

Sites the answers cite

74 of 84 answers in this category came back with a source list, from 14 of 14 models: citations where the model returns them, or the search results it consulted. 1034 links across 227 sites, every framing counted. Ranked by the number of answers carrying the site or page. None of the 252 answers across every segment cited this index's own page for the category.

vendor site · Decodo38 answers · 51 citations · 13 models
35 answers · 57 citations · 14 models
vendor site · Bright Data33 answers · 59 citations · 12 models
25 answers · 27 citations · 11 models
23 answers · 30 citations · 11 models
23 answers · 25 citations · 11 models
22 answers · 25 citations · 8 models
vendor site · DataImpulse16 answers · 26 citations · 9 models
vendor site · Proxidize16 answers · 23 citations · 9 models
vendor site · IPRoyal15 answers · 30 citations · 9 models
vendor site · Oxylabs15 answers · 17 citations · 8 models
14 answers · 17 citations · 9 models

Pages the answers cite

The ten pages named in the most answers, by full address. A page here is one the models returned with a recommendation, not one the index endorses.

Search against answers

Each company's standing in the answers beside its site's footprint in Google search, one row a site: the products the models named on it with their shares, and the share they add up to; monthly searches on Google, and DataForSEO's estimate of AI search demand (modeled from search signals, directional, not a count of queries to any assistant), for the most-searched of the company's and its products' names (the name is in each row's hover text); estimated monthly organic visits to the site; and its best position in Google's top ten for “best proxy network”, “proxy and web data providers”, “proxy network”. US estimates from DataForSEO and Google's Ads Transparency Center. A small company's site, or a mid-sized company's site for its flagship, is marked company; a product on a large parent's site (Google, Microsoft) has no site figures. A column with no figures for this category is left out, and an empty cell means none were seen, not none exist. Two measurements side by side: neither is read as the cause of the other.
Company and productsShareOwn site citedName searches, GoogleAI search demand, est.Organic visitsPaid search a month, est.Google ads, last 30 daysBest Google position
Decodo decodo.com
Decodo 40%, Decodo – formerly Smartproxy 2%
42%1076,6004049,580$3,85722
Webshare webshare.io20%608,10051125,578$4127
Smartproxy smartproxy.ai12%425,400271,862
Bright Data brightdata.com8%1449,90029980,608$883951
IPRoyal iproyal.com6%6112,10091130,906$178577
Oxylabs oxylabs.io4%1489,900109173,182$20352
Rayobyte rayobyte.com4%6
DataImpulse dataimpulse.com2%372,900514,745$18105
Squid2%
SOAX soax.com0%572,4001616,95941

Google's top ten for the three searches hold 23 sites; 5 of them are among the sites the models cited here (agilityportal.io, aimultiple.com, brightdata.com, iproyal.com, oxylabs.io). The first result for “best proxy network” is ipburger.com.

How they answered

Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.
ShowHide
ModelDirect“What is the best proxy network for a small B2B company?”Paraphrase“Which residential proxy provider for web scraping would you recommend to a small business that sells to other businesses?”Comparative“What are the top proxy and web data providers for a small team and how do they differ?”Budget-constrained“What is the best proxy network for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating a proxy network. What should we look at?”Negative“Which proxy and web data providers should a small business avoid or be cautious about?”
Claude Haiku 4.5no first choiceDecodoChanged
Three alternativesBright Data, IPRoyal, Oxylabs
Webshare
Four alternativesDecodo, IPFoxy, IPRoyal, SOAX
against: Bright Data, Oxylabs
Bright Data
Two alternativesOxylabs, Smartproxy
against: free-proxy-list.net
no first choiceagainst: FloppyData, Proxy Store, Proxy-Cheap, ProxyOmega
GPT-5.4 miniDecodo
Two alternativesOxylabs, Webshare
Bright Data, DecodoChanged
One alternativeOxylabs
Oxylabs, Zyte API
Two alternativesBright Data, Smartproxy
Webshareagainst: Bright Datano first choiceagainst: B2Proxy, Lightning Proxies, Proxy6, ProxyOmega, ProxySwag
Gemini 3.5 FlashDecodo
Three alternativesEvomi, IPRoyal, NodeMaven
against: Bright Data
DecodoHeld
Seven alternativesCrawlbase, DataImpulse, Evomi, IPRoyal, NodeMaven, ScraperAPI, ScrapingBee
Decodo
Five alternativesDataImpulse, IPRoyal, ScraperAPI, Webshare, ZenRows
against: Bright Data, Oxylabs
DataImpulse
Three alternativesDecodo, IPRoyal, Webshare
no first choiceagainst: 911 S5, DewVPN, Hola VPN / Luminati, IPIDEA, MaskVPN, NetNut, SocksEscort
Perplexity SonarDecodo
Two alternativesIPRoyal, NetNut
against: Bright Data, Oxylabs
DecodoHeld
Two alternativesBright Data, Oxylabs
Decodo
Four alternativesProxidize, Webshare, ZenRows, Zyte API
against: Bright Data, Oxylabs
Decodo, Webshare
One alternativeDataImpulse
against: Bright Data, Oxylabs, SOAX
no first choicenothing named
Grok 4.1 FastDecodo
One alternativeWebshare
against: Bright Data, Oxylabs
SmartproxyChanged
Two alternativesIPRoyal, SOAX
against: Bright Data, Oxylabs
Decodo, Thunderbit
Nine alternativesDataImpulse, Datahut, IPRoyal, Infatica, Octoparse, ParseHub, ScraperAPI, Smartproxy, X-Byte
against: Brightdata, Oxylabs, ProxyElite
Webshare
One alternativeDecodo
no first choiceagainst: 10proxy.com, IPIDEA botnet, IPRoyal, NetNut, Proxy-Cheap.com, Proxy6.net, ScraperAPI, Storm Proxies
Mistral SmallDecodo, IPRoyal
One alternativeOxylabs
Bright DataChanged
Two alternativesDataImpulse, LunaProxy
Decodo
Five alternativesBright Data, NetNut, SOAX, Smartproxy, Zyte API
Webshare
Two alternativesDataImpulse, Decodo
no first choiceagainst: Free Public Proxies, PlainProxies, ProxyOmega
DeepSeek V4 FlashRayobyte
Three alternativesIPRoyal, SOAX, Smartproxy
against: Bright Data
Bright Data, DecodoChanged
One alternativeWebshare
against: Free proxies, IPRoyal, Oxylabs
Webshare
Six alternativesApify, Bright Data Web Unlocker / Scraping APIs, DataImpulse, Decodo, Firecrawl, Zyte API
Webshare
Two alternativesIPRoyal, PacketStream
no first choiceagainst: Proxies.fo, Proxy-Cheap.com, Proxy6.net, TheSocialProxy
Llama 4 MaverickDecodo, IPRoyal, Oxylabsno first choiceChangedno first choiceWebshare
Two alternativesDataImpulse, Decodo
no first choiceagainst: IPRoyal, Smartproxy
Qwen 3.7 FlashDecodo
Two alternativesBright Data, Oxylabs
SmartproxyChanged
Two alternativesBright Data, NetNut
ScraperAPI, Smartproxy, ZenRows
Two alternativesApify, ScrapingBee
against: Oxylabs
Webshare
Three alternativesDataImpulse, Decodo, SOAX
no first choiceagainst: IPRoyal, ProxyRotator.com, Webshare.io
Kimi K2Decodo
Four alternativesMarsProxies, Oxylabs, SOAX, Webshare
DecodoHeld
Two alternativesProxy-Cheap, Webshare
against: Bright Data, Oxylabs
Octoparse, ScraperAPI, Webshare
Four alternativesScrapingBee, Smartproxy, Thunderbit, ZenRows
against: Bright Data, Oxylabs
Webshare
Two alternativesDataImpulse, Decodo
Oxylabs
Three alternativesBright Data, Decodo, Webshare
against: Octoparse, free-proxy-list.net, iWeb Scraping Services
GLM 4.7 FlashXDecodo, Smartproxy
Three alternativesIPRoyal, SOAX, Webshare
against: Bright Data, Oxylabs
IPRoyalChanged
Two alternativesBright Data, ZenRows
Bright Data
Four alternativesApify, Decodo, ScraperAPI, Zyte API
Squid
Four alternativesDecodo, IPRoyal, TinyProxy, Webshare
against: Oxylabs
no first choicenothing named
MiniMax M2.5Rayobyte, Smartproxy
Three alternativesDecodo, MarsProxies, Webshare
against: Oxylabs
SmartproxyChanged
Four alternativesBright Data, IPRoyal, NetNut, Oxylabs
against: GeoSurf
no first choiceWebshare
Three alternativesDecodo, Proxy-Cheap, Smartproxy
no first choiceagainst: IPRoyal, Infatica, LunaProxy, PacketStream, Proxy-Cheap, Proxy6.net, Pyproxy.com, S5proxies.com, b2proxy.com
GPT-6 LunaDecodo
One alternativeCloudflare One
DecodoHeld
One alternativeBright Data
against: Oxylabs
Decodo
Five alternativesApify, Bright Data, Oxylabs, ScrapingBee, Zyte API
Webshare
One alternativeDecodo
no first choiceagainst: 911 S5 / Cloudrouter, DewVPN, Gravy Analytics, MaskVPN, PaladinVPN, ProxyGate, ShieldVPN, ShineVPN, SocksEscort, Venntel
Muse Glimmer 30BDecodo
Two alternativesBright Data, Oxylabs
Decodo – formerly SmartproxyChanged
One alternativeOxylabs
against: Bright Data
Decodo, IPRoyal
Nine alternativesApify, Bright Data, Firecrawl, Oxylabs, SOAX, Scrapeless, ScraperAPI, Thunderbit, Zyte API
Decodo, Smartproxy
Two alternativesIPRoyal, Webshare
against: Bright Data, Oxylabs
no first choiceagainst: Nimble, Proxy6.net, abcproxy.com, dichvusocks.us, proxywing.com
Bold is the first choiceAlternatives are counted; the count opens them.What the answer argued against

The record

One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency. Full answer text is in the free responses file. Download the record
Eighty-four rows: every prompt, every model, every answer.
PromptModelVersion stringTime (UTC)SearchedSourcesLatency
Direct recommendationClaude Haiku 4.5claude-haiku-4-5-202510012026-10-05 01:00no05 s
Direct recommendationGPT-5.4 minigpt-5.4-mini-2026-03-172026-10-04 23:12yes44 s
Direct recommendationGemini 3.5 Flashgemini-3.5-flash2026-10-05 01:39yes1324 s
Direct recommendationPerplexity Sonarsonar2026-10-05 01:46yes182 s
Direct recommendationGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-10-05 00:53yes2211 s
Direct recommendationMistral Smallmistral/mistral-small via mistral2026-10-05 00:26yes54 s
Direct recommendationDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-10-05 00:18yes1943 s
Direct recommendationLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-10-05 01:05yes53 s
Direct recommendationQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-10-05 01:12yes523 s
Direct recommendationKimi K2moonshotai/kimi-k2 via novita2026-10-05 01:10yes1015 s
Direct recommendationGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-10-04 23:00yes2562 s
Direct recommendationMiniMax M2.5minimax/minimax-m2.5 via minimax2026-10-05 01:00yes1056 s
Direct recommendationGPT-6 Lunagpt-6-luna2026-10-05 00:32yes214 s
Direct recommendationMuse Glimmer 30Bmeta/muse-glimmer-30b via togetherai2026-10-05 01:00yes1117 s
ParaphraseClaude Haiku 4.5claude-haiku-4-5-202510012026-10-04 22:18yes99 s
ParaphraseGPT-5.4 minigpt-5.4-mini-2026-03-172026-10-05 01:05yes36 s
ParaphraseGemini 3.5 Flashgemini-3.5-flash2026-10-04 23:50yes1625 s
ParaphrasePerplexity Sonarsonar2026-10-05 00:16yes204 s
ParaphraseGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-10-05 00:42yes249 s
ParaphraseMistral Smallmistral/mistral-small via mistral2026-10-05 00:19yes76 s
ParaphraseDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-10-05 00:17yes2434 s
ParaphraseLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-10-04 23:19yes52 s
ParaphraseQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-10-05 00:35no031 s
ParaphraseKimi K2moonshotai/kimi-k2 via novita2026-10-05 01:36yes1922 s
ParaphraseGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-10-05 01:54yes2319 s
ParaphraseMiniMax M2.5minimax/minimax-m2.5 via minimax2026-10-05 00:38no049 s
ParaphraseGPT-6 Lunagpt-6-luna2026-10-04 22:10yes317 s
ParaphraseMuse Glimmer 30Bmeta/muse-glimmer-30b via togetherai2026-10-05 01:02yes2229 s
ComparativeClaude Haiku 4.5claude-haiku-4-5-202510012026-10-05 01:15yes910 s
ComparativeGPT-5.4 minigpt-5.4-mini-2026-03-172026-10-05 01:49yes37 s
ComparativeGemini 3.5 Flashgemini-3.5-flash2026-10-05 01:20yes1926 s
ComparativePerplexity Sonarsonar2026-10-05 01:44yes204 s
ComparativeGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-10-05 01:00yes2412 s
ComparativeMistral Smallmistral/mistral-small via mistral2026-10-05 00:03yes146 s
ComparativeDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-10-05 01:35yes24100 s
ComparativeLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-10-05 01:16yes52 s
ComparativeQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-10-04 23:30yes518 s
ComparativeKimi K2moonshotai/kimi-k2 via novita2026-10-05 00:26yes2537 s
ComparativeGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-10-04 22:54yes2278 s
ComparativeMiniMax M2.5minimax/minimax-m2.5 via minimax2026-10-04 23:52yes2265 s
ComparativeGPT-6 Lunagpt-6-luna2026-10-04 23:23yes625 s
ComparativeMuse Glimmer 30Bmeta/muse-glimmer-30b via togetherai2026-10-05 00:16yes2537 s
Budget constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-10-05 01:57no05 s
Budget constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-10-04 23:21yes210 s
Budget constrainedGemini 3.5 Flashgemini-3.5-flash2026-10-05 01:10yes2130 s
Budget constrainedPerplexity Sonarsonar2026-10-05 01:56yes172 s
Budget constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-10-05 01:09yes209 s
Budget constrainedMistral Smallmistral/mistral-small via mistral2026-10-05 01:19yes54 s
Budget constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-10-05 00:53yes2019 s
Budget constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-10-05 01:33yes53 s
Budget constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-10-05 01:31yes515 s
Budget constrainedKimi K2moonshotai/kimi-k2 via novita2026-10-04 23:55yes1522 s
Budget constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-10-05 00:52yes1315 s
Budget constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-10-05 01:39yes1528 s
Budget constrainedGPT-6 Lunagpt-6-luna2026-10-05 00:59yes213 s
Budget constrainedMuse Glimmer 30Bmeta/muse-glimmer-30b via togetherai2026-10-04 23:20yes1518 s
Scale constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-10-05 01:53no05 s
Scale constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-10-04 22:14no07 s
Scale constrainedGemini 3.5 Flashgemini-3.5-flash2026-10-05 01:32no017 s
Scale constrainedPerplexity Sonarsonar2026-10-05 00:14yes206 s
Scale constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-10-04 23:54yes1310 s
Scale constrainedMistral Smallmistral/mistral-small via mistral2026-10-04 23:02no07 s
Scale constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-10-05 01:21yes1436 s
Scale constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-10-05 00:59yes52 s
Scale constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-10-04 22:23no023 s
Scale constrainedKimi K2moonshotai/kimi-k2 via novita2026-10-05 00:51yes1022 s
Scale constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-10-05 01:07yes1531 s
Scale constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-10-05 01:12no010 s
Scale constrainedGPT-6 Lunagpt-6-luna2026-10-05 01:47yes215 s
Scale constrainedMuse Glimmer 30Bmeta/muse-glimmer-30b via togetherai2026-10-05 00:22yes1419 s
Negative framingClaude Haiku 4.5claude-haiku-4-5-202510012026-10-05 01:36yes179 s
Negative framingGPT-5.4 minigpt-5.4-mini-2026-03-172026-10-05 01:20yes48 s
Negative framingGemini 3.5 Flashgemini-3.5-flash2026-10-05 01:37yes2633 s
Negative framingPerplexity Sonarsonar2026-10-05 01:19yes185 s
Negative framingGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-10-05 00:48yes2412 s
Negative framingMistral Smallmistral/mistral-small via mistral2026-10-05 01:39yes138 s
Negative framingDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-10-05 00:07yes2537 s
Negative framingLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-10-04 22:35yes54 s
Negative framingQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-10-05 00:47yes1523 s
Negative framingKimi K2moonshotai/kimi-k2 via novita2026-10-04 22:52yes2424 s
Negative framingGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-10-04 23:56yes2290 s
Negative framingMiniMax M2.5minimax/minimax-m2.5 via minimax2026-10-04 22:45yes1931 s
Negative framingGPT-6 Lunagpt-6-luna2026-10-05 00:18yes321 s
Negative framingMuse Glimmer 30Bmeta/muse-glimmer-30b via togetherai2026-10-04 23:23yes2437 s

Normalization in this category

Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.

ShowHide
Category-scoped readings
Cloudflare Gateway read as Cloudflare One
Zyte read as Zyte API
Zyte (formerly Scrapinghub) read as Zyte API
Zyte (formerly Scrapy) read as Zyte API
Unresolved, counted raw
10proxy.com
3proxy
Bartproxies
Bright Data Web Unlocker / Scraping APIs
Brightdata
Coresignal
Dante
Forage.ai
Free Public Proxies
Free proxies
Gravy Analytics
Hola VPN / Luminati
IPFoxy
IPIDEA botnet
Lightning Proxies
Mango Proxy
PaladinVPN
PlainProxies
Proxies.fo
Proxy Store
Proxy5.net
Proxy6
ProxyElite
ProxyGate
ProxyRotator.com
ProxySwag
Pyproxy.com
S5proxies.com
Scrapeless
ShieldVPN
ShineVPN
Squid
TheSocialProxy
TinyProxy
Venntel
Webshare.io
Webz.io
X-Byte
abcproxy.com
dichvusocks.us
iWeb Scraping Services
proxywing.com
Discontinued, still offered
No shut-down product was recommended here.
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